Index

_

__len__() (brails.processors.image_segmenter.image_segmenter.DatasetBinary method) (brails.processors.year_built_classifier.lib.datasets.YearBuiltFolder method)

_join_implementation() (brails.utils.spatial_join_methods.get_points_in_polygons.GetPointsInPolygons method) (brails.utils.spatial_join_methods.get_points_near_polygons.GetPointsNearPolygons method)

A

accuracy() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils) (in module brails.processors.foundation_classifier.npid.main) AdamW (class in brails.processors.foundation_classifier.attention_utils.radam) add() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils.AverageMeter method) add_asset() (brails.types.asset_inventory.AssetInventory method) add_asset_coordinates() (brails.types.asset_inventory.AssetInventory method) add_asset_features() (brails.types.asset_inventory.AssetInventory method) add_asset_features_from_csv() (brails.types.asset_inventory.AssetInventory method) add_decomposed_rel_pos() (in module brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder) add_default() (in module brails.inferers.hazus_inferer_wind.WindMetaVarRulesets) add_features() (brails.types.asset_inventory.Asset method) add_features_to_asset() (brails.inferers.hazus_inferer.hazus_inferer.HazusInferer method) add_image() (brails.types.image_set.ImageSet method) add_model_predictions() (brails.types.asset_inventory.AssetInventory method) AddGaussianNoise (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) AddGaussianPoissonNoise (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) AddSpeckleNoise (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) adjust_learning_rate() (in module brails.processors.foundation_classifier.npid.main) aggregate_predictions() (in module brails.processors.vlm_image_classifier.clip.utils) AliasMethod (class in brails.processors.foundation_classifier.lib.alias_multinomial) (class in brails.processors.foundation_classifier.npid.npid_lib.alias_multinomial) Anchors (class in brails.processors.chimney_detector.lib.efficientdet.utils) (class in brails.processors.garage_detector.lib.efficientdet.utils) (class in brails.processors.nfloors_detector.lib.efficientdet.utils) api_key (brails.scrapers.google_streetview.google_streetview.GoogleStreetview attribute) apply_boxes() (brails.processors.vlm_segmenter.segment_anything.utils.transforms.ResizeLongestSide method) apply_boxes_torch() (brails.processors.vlm_segmenter.segment_anything.utils.transforms.ResizeLongestSide method) apply_coords() (brails.processors.vlm_segmenter.segment_anything.utils.transforms.ResizeLongestSide method) apply_coords_torch() (brails.processors.vlm_segmenter.segment_anything.utils.transforms.ResizeLongestSide method) apply_image() (brails.processors.vlm_segmenter.segment_anything.utils.transforms.ResizeLongestSide method) apply_image_torch() (brails.processors.vlm_segmenter.segment_anything.utils.transforms.ResizeLongestSide method)

ArcgisAPIServiceHelper (class in brails.utils.arcgisapi_service_helper) area_from_rle() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) ArialProcessing (class in brails.processors.other_idea.arial_processing) as_numpy() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.unittest) (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.th) as_variable() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.th) assertTensorClose() (brails.processors.chimney_detector.lib.utils.sync_batchnorm.unittest.TorchTestCase method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.unittest.TorchTestCase method) (brails.processors.garage_detector.lib.utils.sync_batchnorm.unittest.TorchTestCase method) (brails.processors.nfloors_detector.lib.utils.sync_batchnorm.unittest.TorchTestCase method) Asset (class in brails.types.asset_inventory) AssetDataAugmenter (class in brails.scrapers.asset_data_augmenter) AssetInventory (class in brails.types.asset_inventory) async_copy_to() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.parallel.data_parallel) Attention (class in brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder) (class in brails.processors.vlm_segmenter.segment_anything.modeling.transformer) attention() (brails.processors.vlm_image_classifier.clip.model.ResidualAttentionBlock method) AttentionModule_pre (class in brails.processors.foundation_classifier.models.attention_module) AttentionModule_stage0 (class in brails.processors.foundation_classifier.models.attention_module) AttentionModule_stage1 (class in brails.processors.foundation_classifier.models.attention_module) AttentionModule_stage1_cifar (class in brails.processors.foundation_classifier.models.attention_module) AttentionModule_stage2 (class in brails.processors.foundation_classifier.models.attention_module) AttentionModule_stage2_cifar (class in brails.processors.foundation_classifier.models.attention_module) AttentionModule_stage3 (class in brails.processors.foundation_classifier.models.attention_module) AttentionModule_stage3_cifar (class in brails.processors.foundation_classifier.models.attention_module) AttentionPool2d (class in brails.processors.vlm_image_classifier.clip.model) attributes (brails.scrapers.nsi_parser.nsi_parser.NSI_Parser attribute) auto_populate() (brails.inferers.hazus_inferer_flood.hazus_inferer_flood.HazusInfererFlood method) (in module brails.inferers.hazus_inferer_wind.auto_HU_NJ) available_models() (in module brails.processors.vlm_image_classifier.clip.clip) average() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils.AverageMeter method) AverageMeter (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils) (class in brails.processors.foundation_classifier.lib.utils) (class in brails.processors.foundation_classifier.npid.npid_lib.utils)

B

backward() (brails.processors.chimney_detector.lib.efficientnet.utils.SwishImplementation static method) (brails.processors.foundation_classifier.lib.LinearAverage.LinearAverageOp static method) (brails.processors.foundation_classifier.lib.NCEAverage.NCEFunction static method) (brails.processors.foundation_classifier.npid.npid_lib.LinearAverage.LinearAverageOp static method) (brails.processors.foundation_classifier.npid.npid_lib.NCEAverage.NCEFunction static method) (brails.processors.garage_detector.lib.efficientnet.utils.SwishImplementation static method) (brails.processors.nfloors_detector.lib.efficientnet.utils.SwishImplementation static method) base_folder (brails.processors.foundation_classifier.npid.npid_datasets.cifar.CIFAR100Instance attribute) (brails.processors.foundation_classifier.npid.npid_datasets.CIFAR100Instance attribute) BaseDataset (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.dataset) basic_clean() (in module brails.processors.vlm_image_classifier.clip.simple_tokenizer) BasicBlock (class in brails.processors.foundation_classifier.npid.npid_models.resnet_cifar) BasicConv (class in brails.processors.year_built_classifier.model) batch_iterator() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) batch_norm_epsilon (brails.processors.chimney_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.garage_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.GlobalParams attribute) batch_norm_momentum (brails.processors.chimney_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.garage_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.GlobalParams attribute) batch_size (brails.processors.image_segmenter.image_segmenter.ImageSegmenter attribute) (brails.processors.vlm_image_classifier.CLIPClassifier.CLIPClassifier attribute) batched_mask_to_box() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) BatchNorm2dReimpl (class in brails.processors.chimney_detector.lib.utils.sync_batchnorm.batchnorm_reimpl) (class in brails.processors.garage_detector.lib.utils.sync_batchnorm.batchnorm_reimpl) (class in brails.processors.nfloors_detector.lib.utils.sync_batchnorm.batchnorm_reimpl) BatchSampler (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.sampler) bbox2poly() (brails.utils.geo_tools.GeoTools static method) BBoxTransform (class in brails.processors.chimney_detector.lib.efficientdet.utils) (class in brails.processors.garage_detector.lib.efficientdet.utils) (class in brails.processors.nfloors_detector.lib.efficientdet.utils) BilinearResize (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) Block (class in brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder) BlockArgs (class in brails.processors.chimney_detector.lib.efficientnet.utils) (class in brails.processors.garage_detector.lib.efficientnet.utils) (class in brails.processors.nfloors_detector.lib.efficientnet.utils) BlockDecoder (class in brails.processors.chimney_detector.lib.efficientnet.utils) (class in brails.processors.garage_detector.lib.efficientnet.utils) (class in brails.processors.nfloors_detector.lib.efficientnet.utils) Bottleneck (class in brails.processors.foundation_classifier.npid.npid_models.resnet_cifar) (class in brails.processors.vlm_image_classifier.clip.model) BoundingBox (class in brails.processors.vlm_segmenter.grounded_sam_utils) box (brails.filters.house_view.house_view.FilterDetectionResult attribute) (brails.processors.vlm_segmenter.grounded_sam_utils.DetectionResult attribute) box_xyxy_to_xywh() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) bpe() (brails.processors.vlm_image_classifier.clip.simple_tokenizer.SimpleTokenizer method) brails module brails.constants module brails.exceptions module brails.filters module brails.filters.filter module brails.filters.house_view module brails.filters.house_view.house_view module brails.imputers module brails.imputers.imputation module brails.imputers.knn_imputer module brails.imputers.knn_imputer.knn_imputer module brails.inferers module brails.inferers.hazus_inferer module brails.inferers.hazus_inferer.hazus_inferer module brails.inferers.hazus_inferer.hazus_rulesets module brails.inferers.hazus_inferer_earthquake module brails.inferers.hazus_inferer_earthquake.hazus_inferer_earthquake module brails.inferers.hazus_inferer_flood module brails.inferers.hazus_inferer_flood.hazus_inferer_flood module brails.inferers.hazus_inferer_wind module brails.inferers.hazus_inferer_wind.auto_HU_NJ module brails.inferers.hazus_inferer_wind.BuildingClassRulesets module brails.inferers.hazus_inferer_wind.hazus_inferer_wind module brails.inferers.hazus_inferer_wind.WindCECBRulesets module brails.inferers.hazus_inferer_wind.WindCERBRulesets module brails.inferers.hazus_inferer_wind.WindEFRulesets module brails.inferers.hazus_inferer_wind.WindMECBRulesets module brails.inferers.hazus_inferer_wind.WindMERBRulesets module brails.inferers.hazus_inferer_wind.WindMetaVarRulesets module brails.inferers.hazus_inferer_wind.WindMHRulesets module brails.inferers.hazus_inferer_wind.WindMLRIRulesets module brails.inferers.hazus_inferer_wind.WindMLRMRulesets module brails.inferers.hazus_inferer_wind.WindMMUHRulesets module brails.inferers.hazus_inferer_wind.WindMSFRulesets module brails.inferers.hazus_inferer_wind.WindSECBRulesets module brails.inferers.hazus_inferer_wind.WindSERBRulesets module brails.inferers.hazus_inferer_wind.WindSPMBRulesets module brails.inferers.hazus_inferer_wind.WindWMUHRulesets module brails.inferers.hazus_inferer_wind.WindWSFRulesets module brails.inferers.inference_engine module brails.inferers.nlcd_inferer module brails.inferers.nlcd_inferer.nlcd_to_coarse_land_cover module brails.inferers.simcenter_inferer module brails.inferers.simcenter_inferer.simCenter_inferer module brails.inferers.user_inferer module brails.inferers.user_inferer.content_value_inferer module brails.inferers.user_inferer.floor_area_inferer module brails.inferers.user_inferer.user_inferer module brails.processors module brails.processors.building_material_llm module brails.processors.building_material_llm.building_material_llm module brails.processors.chimney_detector module brails.processors.chimney_detector.lib module brails.processors.chimney_detector.lib.efficientdet module brails.processors.chimney_detector.lib.efficientdet.coco module brails.processors.chimney_detector.lib.efficientdet.config module brails.processors.chimney_detector.lib.efficientdet.utils module brails.processors.chimney_detector.lib.efficientnet module brails.processors.chimney_detector.lib.efficientnet.model module brails.processors.chimney_detector.lib.efficientnet.utils module brails.processors.chimney_detector.lib.efficientnet.utils_extra module brails.processors.chimney_detector.lib.utils module brails.processors.chimney_detector.lib.utils.sync_batchnorm module brails.processors.chimney_detector.lib.utils.sync_batchnorm.batchnorm module brails.processors.chimney_detector.lib.utils.sync_batchnorm.batchnorm_reimpl module brails.processors.chimney_detector.lib.utils.sync_batchnorm.comm module brails.processors.chimney_detector.lib.utils.sync_batchnorm.replicate module brails.processors.chimney_detector.lib.utils.sync_batchnorm.unittest module brails.processors.cons_type_classifier module brails.processors.cons_type_classifier.ConstructionTypeClassifier module brails.processors.facade_parser module brails.processors.facade_parser.facade_parser module brails.processors.ffh_predictor_klepac module brails.processors.ffh_predictor_klepac.ffh_predictor_klepac module brails.processors.foundation_classifier module brails.processors.foundation_classifier.attention_utils module brails.processors.foundation_classifier.attention_utils.radam module brails.processors.foundation_classifier.attention_utils.utils module brails.processors.foundation_classifier.csail_segmentation_tool module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.config module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.config.defaults module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.data module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.dataset module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.batchnorm module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.comm module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.replicate module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.unittest module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.parallel module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.parallel.data_parallel module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.dataset module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.sampler module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.th module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.hrnet module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.mobilenet module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.resnet module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.resnext module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.utils module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils module brails.processors.foundation_classifier.csail_segmentation_tool.csail_segmentation module brails.processors.foundation_classifier.foundation_classifier module brails.processors.foundation_classifier.lib module brails.processors.foundation_classifier.lib.alias_multinomial module brails.processors.foundation_classifier.lib.custom_transforms module brails.processors.foundation_classifier.lib.LinearAverage module brails.processors.foundation_classifier.lib.NCEAverage module brails.processors.foundation_classifier.lib.NCECriterion module brails.processors.foundation_classifier.lib.normalize module brails.processors.foundation_classifier.lib.utils module brails.processors.foundation_classifier.models module brails.processors.foundation_classifier.models.attention_module module brails.processors.foundation_classifier.models.basic_layer module brails.processors.foundation_classifier.models.residual_attention_network module brails.processors.foundation_classifier.models.resnet_applied module brails.processors.foundation_classifier.models.sknet module brails.processors.foundation_classifier.npid module brails.processors.foundation_classifier.npid.main module brails.processors.foundation_classifier.npid.npid_datasets module brails.processors.foundation_classifier.npid.npid_datasets.cifar module brails.processors.foundation_classifier.npid.npid_datasets.folder module brails.processors.foundation_classifier.npid.npid_datasets.mnist module brails.processors.foundation_classifier.npid.npid_lib module brails.processors.foundation_classifier.npid.npid_lib.alias_multinomial module brails.processors.foundation_classifier.npid.npid_lib.custom_transforms module brails.processors.foundation_classifier.npid.npid_lib.LinearAverage module brails.processors.foundation_classifier.npid.npid_lib.NCEAverage module brails.processors.foundation_classifier.npid.npid_lib.NCECriterion module brails.processors.foundation_classifier.npid.npid_lib.normalize module brails.processors.foundation_classifier.npid.npid_lib.utils module brails.processors.foundation_classifier.npid.npid_models module brails.processors.foundation_classifier.npid.npid_models.resnet module

brails.processors.foundation_classifier.npid.npid_models.resnet_cifar module brails.processors.foundation_classifier.npid.npid_toolbox module brails.processors.foundation_classifier.npid.test module brails.processors.foundation_classifier.utils module brails.processors.foundation_classifier.utils.Datasets module brails.processors.garage_detector module brails.processors.garage_detector.lib module brails.processors.garage_detector.lib.efficientdet module brails.processors.garage_detector.lib.efficientdet.coco module brails.processors.garage_detector.lib.efficientdet.config module brails.processors.garage_detector.lib.efficientdet.utils module brails.processors.garage_detector.lib.efficientnet module brails.processors.garage_detector.lib.efficientnet.model module brails.processors.garage_detector.lib.efficientnet.utils module brails.processors.garage_detector.lib.efficientnet.utils_extra module brails.processors.garage_detector.lib.utils module brails.processors.garage_detector.lib.utils.sync_batchnorm module brails.processors.garage_detector.lib.utils.sync_batchnorm.batchnorm module brails.processors.garage_detector.lib.utils.sync_batchnorm.batchnorm_reimpl module brails.processors.garage_detector.lib.utils.sync_batchnorm.comm module brails.processors.garage_detector.lib.utils.sync_batchnorm.replicate module brails.processors.garage_detector.lib.utils.sync_batchnorm.unittest module brails.processors.gpt_base_model module brails.processors.gpt_base_model.GPT module brails.processors.gpt_base_model.utils module brails.processors.image_classifier module brails.processors.image_classifier.image_classifier module brails.processors.image_processor module brails.processors.image_segmenter module brails.processors.image_segmenter.image_segmenter module brails.processors.nFloor_gpt module brails.processors.nFloor_gpt.nFloor_gpt module brails.processors.nFloor_vlm module brails.processors.nFloor_vlm.nFloor_vlm module brails.processors.nfloors_detector module brails.processors.nfloors_detector.lib module brails.processors.nfloors_detector.lib.efficientdet module brails.processors.nfloors_detector.lib.efficientdet.coco module brails.processors.nfloors_detector.lib.efficientdet.config module brails.processors.nfloors_detector.lib.efficientdet.utils module brails.processors.nfloors_detector.lib.efficientnet module brails.processors.nfloors_detector.lib.efficientnet.model module brails.processors.nfloors_detector.lib.efficientnet.utils module brails.processors.nfloors_detector.lib.efficientnet.utils_extra module brails.processors.nfloors_detector.lib.utils module brails.processors.nfloors_detector.lib.utils.sync_batchnorm module brails.processors.nfloors_detector.lib.utils.sync_batchnorm.batchnorm module brails.processors.nfloors_detector.lib.utils.sync_batchnorm.batchnorm_reimpl module brails.processors.nfloors_detector.lib.utils.sync_batchnorm.comm module brails.processors.nfloors_detector.lib.utils.sync_batchnorm.replicate module brails.processors.nfloors_detector.lib.utils.sync_batchnorm.unittest module brails.processors.occupancy_classifier module brails.processors.occupancy_classifier.occupancy_classifier module brails.processors.other_idea module brails.processors.other_idea.arial_processing module brails.processors.other_idea.street_processor module brails.processors.roof_shape_classifier module brails.processors.roof_shape_classifier.roof_shape_classifier module brails.processors.roof_shape_gpt module brails.processors.roof_shape_gpt.roof_shape_gpt module brails.processors.roof_shape_vlm module brails.processors.roof_shape_vlm.roof_shape_vlm module brails.processors.street_level_damage_detection module brails.processors.street_level_damage_detection.street_level_damage_detection module brails.processors.vlm_image_classifier module brails.processors.vlm_image_classifier.clip module brails.processors.vlm_image_classifier.clip.clip module brails.processors.vlm_image_classifier.clip.model module brails.processors.vlm_image_classifier.clip.simple_tokenizer module brails.processors.vlm_image_classifier.clip.utils module brails.processors.vlm_image_classifier.CLIPClassifier module brails.processors.vlm_segmenter module brails.processors.vlm_segmenter.grounded_sam_utils module brails.processors.vlm_segmenter.segment_anything module brails.processors.vlm_segmenter.segment_anything.automatic_mask_generator module brails.processors.vlm_segmenter.segment_anything.build_sam module brails.processors.vlm_segmenter.segment_anything.build_sam_hq module brails.processors.vlm_segmenter.segment_anything.modeling module brails.processors.vlm_segmenter.segment_anything.modeling.common module brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder module brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder module brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder_hq module brails.processors.vlm_segmenter.segment_anything.modeling.prompt_encoder module brails.processors.vlm_segmenter.segment_anything.modeling.sam module brails.processors.vlm_segmenter.segment_anything.modeling.transformer module brails.processors.vlm_segmenter.segment_anything.predictor module brails.processors.vlm_segmenter.segment_anything.utils module brails.processors.vlm_segmenter.segment_anything.utils.amg module brails.processors.vlm_segmenter.segment_anything.utils.onnx module brails.processors.vlm_segmenter.segment_anything.utils.transforms module brails.processors.vlm_segmenter.vlm_segmenter module brails.processors.year_built_classifier module brails.processors.year_built_classifier.lib module brails.processors.year_built_classifier.lib.datasets module brails.processors.year_built_classifier.lib.utils module brails.processors.year_built_classifier.model module brails.processors.year_built_classifier.Resnet module brails.processors.year_built_classifier.weights module brails.processors.year_built_classifier.year_built_classifier module brails.scrapers module brails.scrapers.asce_hazard_data_scraper module brails.scrapers.asset_data_augmenter module brails.scrapers.fema_firm_scraper module brails.scrapers.fema_firm_scraper.fema_firm_scraper module brails.scrapers.footprint_scraper module brails.scrapers.google_satellite module brails.scrapers.google_satellite.google_satellite module brails.scrapers.google_streetview module brails.scrapers.google_streetview.google_streetview module brails.scrapers.image_scraper module brails.scrapers.ms_footprint_scraper module brails.scrapers.ms_footprint_scraper.ms_footprint_handler module brails.scrapers.nbi_scraper module brails.scrapers.nbi_scraper.nbi_scraper module brails.scrapers.nsi_parser module brails.scrapers.nsi_parser.nsi_parser module brails.scrapers.nti_scraper module brails.scrapers.nti_scraper.nti_scraper module brails.scrapers.osm_footprint_scraper module brails.scrapers.osm_footprint_scraper.osm_footprint_scraper module brails.scrapers.osm_power_network_scraper module brails.scrapers.osm_power_network_scraper.osm_power_network_scraper module brails.scrapers.overture_maps_scraper module brails.scrapers.overture_maps_scraper.overture_maps_footprint_scraper module brails.scrapers.overture_maps_scraper.overture_maps_scraper module brails.scrapers.usa_footprint_scraper module brails.scrapers.usa_footprint_scraper.usa_footprint_scraper module brails.scrapers.user_footprints module brails.scrapers.usgs_data_scrapers module brails.scrapers.usgs_data_scrapers.nlcd_scraper module brails.scrapers.usgs_data_scrapers.usgs_elevation_scraper module brails.types module brails.types.asset_inventory module brails.types.image_set module brails.types.region_boundary module brails.utils module brails.utils.arcgisapi_service_helper module brails.utils.geo_tools module brails.utils.importer module brails.utils.input_validator module brails.utils.inventory_validator module brails.utils.model_utils module brails.utils.plot_tools module brails.utils.rapid_utils module brails.utils.segmentation_utils module brails.utils.spatial_join_methods module brails.utils.spatial_join_methods.base module brails.utils.spatial_join_methods.distance_based_point_matcher module brails.utils.spatial_join_methods.get_points_in_polygons module brails.utils.spatial_join_methods.get_points_near_polygons module brails.utils.unit_converter module brails2r2dmap (brails.scrapers.nsi_parser.nsi_parser.NSI_Parser attribute) BrailsError build_all_layer_point_grids() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) build_attention_mask() (brails.processors.vlm_image_classifier.clip.model.CLIP method) build_decoder() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models.ModelBuilder static method) build_encoder() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models.ModelBuilder static method) build_model() (in module brails.processors.vlm_image_classifier.clip.model) build_models() (in module brails.processors.vlm_segmenter.grounded_sam_utils) build_point_grid() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) build_sam() (in module brails.processors.vlm_segmenter.segment_anything.build_sam) build_sam_hq() (in module brails.processors.vlm_segmenter.segment_anything.build_sam_hq) build_sam_hq_vit_b() (in module brails.processors.vlm_segmenter.segment_anything.build_sam_hq) build_sam_hq_vit_h() (in module brails.processors.vlm_segmenter.segment_anything.build_sam_hq) build_sam_hq_vit_l() (in module brails.processors.vlm_segmenter.segment_anything.build_sam_hq) build_sam_vit_b() (in module brails.processors.vlm_segmenter.segment_anything.build_sam) build_sam_vit_h() (in module brails.processors.vlm_segmenter.segment_anything.build_sam) build_sam_vit_l() (in module brails.processors.vlm_segmenter.segment_anything.build_sam) building_class() (in module brails.inferers.hazus_inferer_wind.BuildingClassRulesets) BuildingMaterialLLM (class in brails.processors.building_material_llm.building_material_llm) bytes_to_unicode() (in module brails.processors.vlm_image_classifier.clip.simple_tokenizer)

C

C1 (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models) C1DeepSup (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models) calc_perf (brails.processors.year_built_classifier.lib.datasets.YearBuiltFolder attribute) calculate_stability_score() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) CallbackContext (class in brails.processors.chimney_detector.lib.utils.sync_batchnorm.replicate) (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.replicate) (class in brails.processors.garage_detector.lib.utils.sync_batchnorm.replicate) (class in brails.processors.nfloors_detector.lib.utils.sync_batchnorm.replicate) cam_elevs (brails.processors.facade_parser.facade_parser.FacadeParser attribute) cat() (brails.processors.vlm_segmenter.segment_anything.utils.amg.MaskData method) categorize_and_split_cells() (brails.utils.arcgisapi_service_helper.ArcgisAPIServiceHelper method) category_in_df_to_indices() (brails.imputers.knn_imputer.knn_imputer.KnnImputer method) CECB_config() (in module brails.inferers.hazus_inferer_wind.WindCECBRulesets) center_crop() (in module brails.processors.foundation_classifier.lib.custom_transforms) (in module brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) CenterCropNumpy (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) centroids (brails.scrapers.footprint_scraper.FootprintScraper attribute) CERB_config() (in module brails.inferers.hazus_inferer_wind.WindCERBRulesets) change_feature_names() (brails.types.asset_inventory.AssetInventory method) check_keys() (brails.inferers.hazus_inferer.hazus_inferer.HazusInferer method) (brails.inferers.hazus_inferer_earthquake.hazus_inferer_earthquake.HazusInfererEarthquake method) checkpoint (brails.processors.foundation_classifier.foundation_classifier.FoundationElevationClassifier attribute) (brails.processors.year_built_classifier.year_built_classifier.YearBuiltClassifier attribute) checkpoints_dir (brails.processors.foundation_classifier.foundation_classifier.FoundationElevationClassifier attribute) (brails.processors.year_built_classifier.year_built_classifier.YearBuiltClassifier attribute) CIFAR100Instance (class in brails.processors.foundation_classifier.npid.npid_datasets) (class in brails.processors.foundation_classifier.npid.npid_datasets.cifar) CIFAR10Instance (class in brails.processors.foundation_classifier.npid.npid_datasets) (class in brails.processors.foundation_classifier.npid.npid_datasets.cifar) class_weights (brails.processors.year_built_classifier.lib.datasets.YearBuiltFolder attribute) classes (brails.processors.foundation_classifier.foundation_classifier.FoundationElevationClassifier attribute) (brails.processors.image_segmenter.image_segmenter.ImageSegmenter attribute) (brails.processors.street_level_damage_detection.street_level_damage_detection.DamageDetection_StreetLevel attribute) (brails.processors.year_built_classifier.lib.datasets.YearBuiltFolder attribute) (brails.processors.year_built_classifier.year_built_classifier.YearBuiltClassifier attribute) clean_floats() (in module brails.types.asset_inventory) CLIP (class in brails.processors.vlm_image_classifier.clip.model) ClipBoxes (class in brails.processors.chimney_detector.lib.efficientdet.utils) (class in brails.processors.garage_detector.lib.efficientdet.utils) (class in brails.processors.nfloors_detector.lib.efficientdet.utils) CLIPClassifier (class in brails.processors.vlm_image_classifier.CLIPClassifier)

clustering() (brails.imputers.knn_imputer.knn_imputer.KnnImputer method) COCO (class in brails.processors.chimney_detector.lib.efficientdet.coco) (class in brails.processors.garage_detector.lib.efficientdet.coco) (class in brails.processors.nfloors_detector.lib.efficientdet.coco) coco_encode_rle() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) colorEncode() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils) colors (brails.processors.foundation_classifier.csail_segmentation_tool.csail_segmentation.MaskBuilding attribute) CombinedMaskDataset (class in brails.processors.foundation_classifier.npid.npid_datasets) (class in brails.processors.foundation_classifier.npid.npid_datasets.folder) compute_n_possible_worlds() (brails.inferers.hazus_inferer_earthquake.hazus_inferer_earthquake.HazusInfererEarthquake method) compute_similarity() (in module brails.processors.vlm_image_classifier.clip.utils) ConcatDataset (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.dataset) config_file (brails.processors.foundation_classifier.csail_segmentation_tool.csail_segmentation.MaskBuilding attribute) construct_confusion_matrix_image() (brails.processors.year_built_classifier.year_built_classifier.YearBuiltClassifier method) (in module brails.processors.foundation_classifier.attention_utils.utils) (in module brails.processors.year_built_classifier.lib.utils) ConsTypeClassifier (class in brails.processors.cons_type_classifier.ConstructionTypeClassifier) Conv2dDynamicSamePadding (class in brails.processors.chimney_detector.lib.efficientnet.utils) (class in brails.processors.garage_detector.lib.efficientnet.utils) (class in brails.processors.nfloors_detector.lib.efficientnet.utils) Conv2dStaticSamePadding (class in brails.processors.chimney_detector.lib.efficientnet.utils_extra) (class in brails.processors.garage_detector.lib.efficientnet.utils_extra) (class in brails.processors.nfloors_detector.lib.efficientnet.utils_extra) conv3x3_bn_relu() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models) convert_area() (brails.utils.unit_converter.UnitConverter static method) convert_length() (brails.utils.unit_converter.UnitConverter static method) convert_model() (in module brails.processors.chimney_detector.lib.utils.sync_batchnorm.batchnorm) (in module brails.processors.garage_detector.lib.utils.sync_batchnorm.batchnorm) (in module brails.processors.nfloors_detector.lib.utils.sync_batchnorm.batchnorm) convert_polygons_to_centroids() (brails.types.asset_inventory.AssetInventory method) convert_unit() (brails.utils.unit_converter.UnitConverter static method) convert_weight() (brails.utils.unit_converter.UnitConverter static method) convert_weights() (in module brails.processors.vlm_image_classifier.clip.model) correct() (brails.inferers.hazus_inferer_wind.hazus_inferer_wind.HazusInfererWind method) cosine_anneal_schedule() (in module brails.processors.year_built_classifier.lib.utils) create_overlaid_image() (brails.utils.segmentation_utils.SegmentationUtils static method) createIndex() (brails.processors.chimney_detector.lib.efficientdet.coco.COCO method) (brails.processors.garage_detector.lib.efficientdet.coco.COCO method) (brails.processors.nfloors_detector.lib.efficientdet.coco.COCO method) cuda() (brails.processors.foundation_classifier.lib.alias_multinomial.AliasMethod method) (brails.processors.foundation_classifier.npid.npid_lib.alias_multinomial.AliasMethod method) cummulative_sizes (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.dataset.ConcatDataset property) cumsum() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.dataset.ConcatDataset static method)

D

DamageDetection_StreetLevel (class in brails.processors.street_level_damage_detection.street_level_damage_detection) data (brails.processors.foundation_classifier.npid.npid_datasets.cifar.CIFAR100Instance attribute) DataParallelWithCallback (class in brails.processors.chimney_detector.lib.utils.sync_batchnorm.replicate) (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.replicate) (class in brails.processors.garage_detector.lib.utils.sync_batchnorm.replicate) (class in brails.processors.nfloors_detector.lib.utils.sync_batchnorm.replicate) Dataset (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.dataset) DatasetBinary (class in brails.processors.image_segmenter.image_segmenter) DatasetRGB (class in brails.processors.image_segmenter.image_segmenter) dec_weights (brails.processors.foundation_classifier.csail_segmentation_tool.csail_segmentation.MaskBuilding attribute) decode() (brails.processors.chimney_detector.lib.efficientnet.utils.BlockDecoder static method) (brails.processors.garage_detector.lib.efficientnet.utils.BlockDecoder static method) (brails.processors.nfloors_detector.lib.efficientnet.utils.BlockDecoder static method) (brails.processors.vlm_image_classifier.clip.simple_tokenizer.SimpleTokenizer method) decode_segmap() (brails.utils.segmentation_utils.SegmentationUtils static method) default_bpe() (in module brails.processors.vlm_image_classifier.clip.simple_tokenizer) DenseBlock (class in brails.processors.foundation_classifier.models.residual_attention_network) depth_coefficient (brails.processors.chimney_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.garage_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.GlobalParams attribute) depth_divisor (brails.processors.chimney_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.garage_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.GlobalParams attribute) depthmaps (brails.processors.facade_parser.facade_parser.FacadeParser attribute)

detect() (in module brails.filters.house_view.house_view) (in module brails.processors.vlm_segmenter.grounded_sam_utils) DetectionResult (class in brails.processors.vlm_segmenter.grounded_sam_utils) device (brails.processors.foundation_classifier.foundation_classifier.FoundationElevationClassifier attribute) (brails.processors.image_segmenter.image_segmenter.ImageSegmenter attribute) (brails.processors.vlm_image_classifier.CLIPClassifier.CLIPClassifier attribute) (brails.processors.vlm_segmenter.segment_anything.modeling.sam.Sam property) (brails.processors.vlm_segmenter.segment_anything.predictor.SamPredictor property) (brails.processors.year_built_classifier.year_built_classifier.YearBuiltClassifier attribute) DistanceBasedPointMatcher (class in brails.utils.spatial_join_methods.distance_based_point_matcher) download_all_attr_for_region() (brails.utils.arcgisapi_service_helper.ArcgisAPIServiceHelper method) download_all_attr_from_api() (brails.utils.arcgisapi_service_helper.ArcgisAPIServiceHelper method) download_attr_from_api() (brails.utils.arcgisapi_service_helper.ArcgisAPIServiceHelper method) draw() (brails.processors.foundation_classifier.lib.alias_multinomial.AliasMethod method) (brails.processors.foundation_classifier.npid.npid_lib.alias_multinomial.AliasMethod method) drop_connect() (in module brails.processors.chimney_detector.lib.efficientnet.utils) (in module brails.processors.garage_detector.lib.efficientnet.utils) (in module brails.processors.nfloors_detector.lib.efficientnet.utils) drop_connect_rate (brails.processors.chimney_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.garage_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.GlobalParams attribute) dropout_rate (brails.processors.chimney_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.garage_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.GlobalParams attribute) dtype (brails.processors.vlm_image_classifier.clip.model.CLIP property)

E

EfficientNet (class in brails.processors.chimney_detector.lib.efficientnet.model) (class in brails.processors.garage_detector.lib.efficientnet.model) (class in brails.processors.nfloors_detector.lib.efficientnet.model) efficientnet() (in module brails.processors.chimney_detector.lib.efficientnet.utils) (in module brails.processors.garage_detector.lib.efficientnet.utils) (in module brails.processors.nfloors_detector.lib.efficientnet.utils) efficientnet_params() (in module brails.processors.chimney_detector.lib.efficientnet.utils) (in module brails.processors.garage_detector.lib.efficientnet.utils) (in module brails.processors.nfloors_detector.lib.efficientnet.utils) elastic_transform() (in module brails.processors.foundation_classifier.lib.custom_transforms) (in module brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) ElasticTransform (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) enc_weights (brails.processors.foundation_classifier.csail_segmentation_tool.csail_segmentation.MaskBuilding attribute) encode() (brails.processors.chimney_detector.lib.efficientnet.utils.BlockDecoder static method) (brails.processors.garage_detector.lib.efficientnet.utils.BlockDecoder static method) (brails.processors.nfloors_detector.lib.efficientnet.utils.BlockDecoder static method) (brails.processors.vlm_image_classifier.clip.simple_tokenizer.SimpleTokenizer method) encode_image() (brails.processors.vlm_image_classifier.clip.model.CLIP method) (in module brails.processors.gpt_base_model.utils)

encode_text() (brails.processors.vlm_image_classifier.clip.model.CLIP method) EnhancedCompose (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) evaluate() (in module brails.processors.foundation_classifier.attention_utils.utils) evaluate_to_stats() (brails.processors.year_built_classifier.year_built_classifier.YearBuiltClassifier method) execute() (brails.utils.spatial_join_methods.base.SpatialJoinMethods static method) execute_replication_callbacks() (in module brails.processors.chimney_detector.lib.utils.sync_batchnorm.replicate) (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.replicate) (in module brails.processors.garage_detector.lib.utils.sync_batchnorm.replicate) (in module brails.processors.nfloors_detector.lib.utils.sync_batchnorm.replicate) expand_ratio (brails.processors.chimney_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.garage_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.BlockArgs attribute) expansion (brails.processors.foundation_classifier.npid.npid_models.resnet_cifar.BasicBlock attribute) (brails.processors.foundation_classifier.npid.npid_models.resnet_cifar.Bottleneck attribute) (brails.processors.vlm_image_classifier.clip.model.Bottleneck attribute) extract_aerial_imagery() (brails.utils.rapid_utils.RAPIDUtils method) extract_features() (brails.processors.chimney_detector.lib.efficientnet.model.EfficientNet method) (brails.processors.garage_detector.lib.efficientnet.model.EfficientNet method) (brails.processors.nfloors_detector.lib.efficientnet.model.EfficientNet method)

F

FacadeParser (class in brails.processors.facade_parser.facade_parser) FEMAFIRMScraper (class in brails.scrapers.fema_firm_scraper.fema_firm_scraper) fetch_all_elevations() (brails.scrapers.usgs_data_scrapers.usgs_elevation_scraper.USGSElevationScraper static method) fetch_api_fields() (brails.utils.arcgisapi_service_helper.ArcgisAPIServiceHelper static method) fetch_data_for_cells() (brails.utils.arcgisapi_service_helper.ArcgisAPIServiceHelper method) fetch_footprint_data() (brails.scrapers.user_footprints.UserFootprint method) fetch_max_records_per_query() (brails.utils.arcgisapi_service_helper.ArcgisAPIServiceHelper method) fetch_release_names() (brails.scrapers.overture_maps_scraper.overture_maps_scraper.OvertureMapsScraper static method) FFHPredictorKlepac (class in brails.processors.ffh_predictor_klepac.ffh_predictor_klepac) filename (brails.processors.foundation_classifier.npid.npid_datasets.cifar.CIFAR100Instance attribute) (brails.processors.foundation_classifier.npid.npid_datasets.CIFAR100Instance attribute) filenames (brails.processors.foundation_classifier.utils.Datasets.Foundation_Type_Testset attribute) (brails.processors.year_built_classifier.lib.datasets.YearBuiltFolder attribute) Filter (class in brails.filters.filter) filter() (brails.filters.filter.Filter method), [1] (brails.filters.house_view.house_view.HouseView method) (brails.processors.vlm_segmenter.segment_anything.utils.amg.MaskData method) filter1() (brails.filters.house_view.house_view.HouseView method) FilterBoundingBox (class in brails.filters.house_view.house_view) FilterDetectionResult (class in brails.filters.house_view.house_view) find_json() (in module brails.processors.gpt_base_model.utils) find_recursive() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils) flatten_array() (brails.inferers.hazus_inferer.hazus_inferer.HazusInferer method) footprints (brails.processors.facade_parser.facade_parser.FacadeParser attribute) (brails.scrapers.footprint_scraper.FootprintScraper attribute) (brails.scrapers.nsi_parser.nsi_parser.NSI_Parser attribute) FootprintScraper (class in brails.scrapers.footprint_scraper) forward() (brails.processors.chimney_detector.lib.efficientdet.utils.Anchors method) (brails.processors.chimney_detector.lib.efficientdet.utils.BBoxTransform method) (brails.processors.chimney_detector.lib.efficientdet.utils.ClipBoxes method) (brails.processors.chimney_detector.lib.efficientnet.model.EfficientNet method) (brails.processors.chimney_detector.lib.efficientnet.model.MBConvBlock method) (brails.processors.chimney_detector.lib.efficientnet.utils.Conv2dDynamicSamePadding method) (brails.processors.chimney_detector.lib.efficientnet.utils.Identity method) (brails.processors.chimney_detector.lib.efficientnet.utils.MemoryEfficientSwish method) (brails.processors.chimney_detector.lib.efficientnet.utils.Swish method) (brails.processors.chimney_detector.lib.efficientnet.utils.SwishImplementation static method) (brails.processors.chimney_detector.lib.efficientnet.utils_extra.Conv2dStaticSamePadding method) (brails.processors.chimney_detector.lib.efficientnet.utils_extra.MaxPool2dStaticSamePadding method) (brails.processors.chimney_detector.lib.utils.sync_batchnorm.batchnorm_reimpl.BatchNorm2dReimpl method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models.C1 method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models.C1DeepSup method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models.MobileNetV2Dilated method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models.PPM method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models.PPMDeepsup method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models.Resnet method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models.ResnetDilated method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models.SegmentationModule method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models.UPerNet method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.resnet.ResNet method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.resnext.ResNeXt method) (brails.processors.foundation_classifier.lib.LinearAverage.LinearAverage method) (brails.processors.foundation_classifier.lib.LinearAverage.LinearAverageOp static method) (brails.processors.foundation_classifier.lib.NCEAverage.NCEAverage method) (brails.processors.foundation_classifier.lib.NCEAverage.NCEFunction static method) (brails.processors.foundation_classifier.lib.NCECriterion.NCECriterion method) (brails.processors.foundation_classifier.lib.normalize.Normalize method) (brails.processors.foundation_classifier.models.attention_module.AttentionModule_pre method) (brails.processors.foundation_classifier.models.attention_module.AttentionModule_stage0 method) (brails.processors.foundation_classifier.models.attention_module.AttentionModule_stage1 method) (brails.processors.foundation_classifier.models.attention_module.AttentionModule_stage1_cifar method) (brails.processors.foundation_classifier.models.attention_module.AttentionModule_stage2 method) (brails.processors.foundation_classifier.models.attention_module.AttentionModule_stage2_cifar method) (brails.processors.foundation_classifier.models.attention_module.AttentionModule_stage3 method) (brails.processors.foundation_classifier.models.attention_module.AttentionModule_stage3_cifar method) (brails.processors.foundation_classifier.models.basic_layer.ResidualBlock method) (brails.processors.foundation_classifier.models.basic_layer.ResidualBlock1D method) (brails.processors.foundation_classifier.models.residual_attention_network.DenseBlock method) (brails.processors.foundation_classifier.models.residual_attention_network.MLP method) (brails.processors.foundation_classifier.models.residual_attention_network.ResidualAttentionModel_92 method) (brails.processors.foundation_classifier.models.residual_attention_network.ResidualAttentionModel_92_32input method) (brails.processors.foundation_classifier.models.residual_attention_network.ResidualAttentionModel_92_32input_update method) (brails.processors.foundation_classifier.models.residual_attention_network.ResidualAttentionModel_92_Small method) (brails.processors.foundation_classifier.models.residual_attention_network.ResidualAttentionModel_92_Small_1D method) (brails.processors.foundation_classifier.models.resnet_applied.ResNet method) (brails.processors.foundation_classifier.models.sknet.SKConv method) (brails.processors.foundation_classifier.models.sknet.SKNet method) (brails.processors.foundation_classifier.models.sknet.SKUnit method) (brails.processors.foundation_classifier.npid.npid_lib.LinearAverage.LinearAverage method) (brails.processors.foundation_classifier.npid.npid_lib.LinearAverage.LinearAverageOp static method) (brails.processors.foundation_classifier.npid.npid_lib.NCEAverage.NCEAverage method) (brails.processors.foundation_classifier.npid.npid_lib.NCEAverage.NCEFunction static method) (brails.processors.foundation_classifier.npid.npid_lib.NCECriterion.NCECriterion method) (brails.processors.foundation_classifier.npid.npid_lib.normalize.Normalize method) (brails.processors.foundation_classifier.npid.npid_models.resnet.ResNet method) (brails.processors.foundation_classifier.npid.npid_models.resnet_cifar.BasicBlock method) (brails.processors.foundation_classifier.npid.npid_models.resnet_cifar.Bottleneck method) (brails.processors.foundation_classifier.npid.npid_models.resnet_cifar.ResNet method) (brails.processors.garage_detector.lib.efficientdet.utils.Anchors method) (brails.processors.garage_detector.lib.efficientdet.utils.BBoxTransform method) (brails.processors.garage_detector.lib.efficientdet.utils.ClipBoxes method) (brails.processors.garage_detector.lib.efficientnet.model.EfficientNet method) (brails.processors.garage_detector.lib.efficientnet.model.MBConvBlock method) (brails.processors.garage_detector.lib.efficientnet.utils.Conv2dDynamicSamePadding method) (brails.processors.garage_detector.lib.efficientnet.utils.Identity method) (brails.processors.garage_detector.lib.efficientnet.utils.MemoryEfficientSwish method) (brails.processors.garage_detector.lib.efficientnet.utils.Swish method) (brails.processors.garage_detector.lib.efficientnet.utils.SwishImplementation static method) (brails.processors.garage_detector.lib.efficientnet.utils_extra.Conv2dStaticSamePadding method) (brails.processors.garage_detector.lib.efficientnet.utils_extra.MaxPool2dStaticSamePadding method) (brails.processors.garage_detector.lib.utils.sync_batchnorm.batchnorm_reimpl.BatchNorm2dReimpl method) (brails.processors.nfloors_detector.lib.efficientdet.utils.Anchors method) (brails.processors.nfloors_detector.lib.efficientdet.utils.BBoxTransform method) (brails.processors.nfloors_detector.lib.efficientdet.utils.ClipBoxes method) (brails.processors.nfloors_detector.lib.efficientnet.model.EfficientNet method) (brails.processors.nfloors_detector.lib.efficientnet.model.MBConvBlock method) (brails.processors.nfloors_detector.lib.efficientnet.utils.Conv2dDynamicSamePadding method) (brails.processors.nfloors_detector.lib.efficientnet.utils.Identity method) (brails.processors.nfloors_detector.lib.efficientnet.utils.MemoryEfficientSwish method) (brails.processors.nfloors_detector.lib.efficientnet.utils.Swish method) (brails.processors.nfloors_detector.lib.efficientnet.utils.SwishImplementation static method) (brails.processors.nfloors_detector.lib.efficientnet.utils_extra.Conv2dStaticSamePadding method) (brails.processors.nfloors_detector.lib.efficientnet.utils_extra.MaxPool2dStaticSamePadding method) (brails.processors.nfloors_detector.lib.utils.sync_batchnorm.batchnorm_reimpl.BatchNorm2dReimpl method) (brails.processors.vlm_image_classifier.clip.model.AttentionPool2d method) (brails.processors.vlm_image_classifier.clip.model.Bottleneck method) (brails.processors.vlm_image_classifier.clip.model.CLIP method) (brails.processors.vlm_image_classifier.clip.model.LayerNorm method) (brails.processors.vlm_image_classifier.clip.model.ModifiedResNet method) (brails.processors.vlm_image_classifier.clip.model.QuickGELU method) (brails.processors.vlm_image_classifier.clip.model.ResidualAttentionBlock method) (brails.processors.vlm_image_classifier.clip.model.Transformer method) (brails.processors.vlm_image_classifier.clip.model.VisionTransformer method) (brails.processors.vlm_segmenter.segment_anything.modeling.common.LayerNorm2d method) (brails.processors.vlm_segmenter.segment_anything.modeling.common.MLPBlock method) (brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder.Attention method) (brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder.Block method) (brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder.ImageEncoderViT method) (brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder.PatchEmbed method) (brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder.MaskDecoder method) (brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder.MLP method) (brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder_hq.MaskDecoderHQ method) (brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder_hq.MLP method) (brails.processors.vlm_segmenter.segment_anything.modeling.prompt_encoder.PositionEmbeddingRandom method) (brails.processors.vlm_segmenter.segment_anything.modeling.prompt_encoder.PromptEncoder method) (brails.processors.vlm_segmenter.segment_anything.modeling.sam.Sam method) (brails.processors.vlm_segmenter.segment_anything.modeling.transformer.Attention method) (brails.processors.vlm_segmenter.segment_anything.modeling.transformer.TwoWayAttentionBlock method) (brails.processors.vlm_segmenter.segment_anything.modeling.transformer.TwoWayTransformer method) (brails.processors.vlm_segmenter.segment_anything.utils.onnx.SamOnnxModel method) (brails.processors.year_built_classifier.model.BasicConv method) (brails.processors.year_built_classifier.model.PMG method) (brails.processors.year_built_classifier.Resnet.ResNet method)

forward_with_coords() (brails.processors.vlm_segmenter.segment_anything.modeling.prompt_encoder.PositionEmbeddingRandom method) Foundation_Type_Binary (class in brails.processors.foundation_classifier.utils.Datasets) Foundation_Type_Testset (class in brails.processors.foundation_classifier.utils.Datasets) FoundationElevationClassifier (class in brails.processors.foundation_classifier.foundation_classifier) from_dict() (brails.filters.house_view.house_view.FilterDetectionResult class method) (brails.processors.vlm_segmenter.grounded_sam_utils.DetectionResult class method) from_name() (brails.processors.chimney_detector.lib.efficientnet.model.EfficientNet class method) (brails.processors.garage_detector.lib.efficientnet.model.EfficientNet class method) (brails.processors.nfloors_detector.lib.efficientnet.model.EfficientNet class method) from_pretrained() (brails.processors.chimney_detector.lib.efficientnet.model.EfficientNet class method) (brails.processors.garage_detector.lib.efficientnet.model.EfficientNet class method) (brails.processors.nfloors_detector.lib.efficientnet.model.EfficientNet class method) FutureResult (class in brails.processors.chimney_detector.lib.utils.sync_batchnorm.comm) (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.comm) (class in brails.processors.garage_detector.lib.utils.sync_batchnorm.comm) (class in brails.processors.nfloors_detector.lib.utils.sync_batchnorm.comm)

G

generate() (brails.processors.vlm_segmenter.segment_anything.automatic_mask_generator.SamAutomaticMaskGenerator method) generate_crop_boxes() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) geometry_to_list_of_lists() (brails.utils.geo_tools.GeoTools static method) geospatial_knn() (brails.imputers.knn_imputer.knn_imputer.KnnImputer method) GeoTools (class in brails.utils.geo_tools) get() (brails.processors.chimney_detector.lib.utils.sync_batchnorm.comm.FutureResult method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.comm.FutureResult method) (brails.processors.garage_detector.lib.utils.sync_batchnorm.comm.FutureResult method) (brails.processors.nfloors_detector.lib.utils.sync_batchnorm.comm.FutureResult method) get_asset_coordinates() (brails.types.asset_inventory.AssetInventory method) get_asset_features() (brails.types.asset_inventory.AssetInventory method) get_asset_ids() (brails.types.asset_inventory.AssetInventory method) get_assets() (brails.scrapers.nbi_scraper.nbi_scraper.NBIScraper method) (brails.scrapers.nti_scraper.nti_scraper.NTIScraper method) get_available_attributes() (brails.scrapers.fema_firm_scraper.fema_firm_scraper.FEMAFIRMScraper static method) get_boundary() (brails.types.region_boundary.RegionBoundary method) get_centroid() (brails.types.asset_inventory.Asset method) get_class() (brails.utils.importer.Importer method) get_coordinates() (brails.types.asset_inventory.AssetInventory method) get_dataframe() (brails.types.asset_inventory.AssetInventory method) get_dense_pe() (brails.processors.vlm_segmenter.segment_anything.modeling.prompt_encoder.PromptEncoder method) get_element_counts() (brails.utils.arcgisapi_service_helper.ArcgisAPIServiceHelper method) get_elements() (brails.scrapers.osm_power_network_scraper.osm_power_network_scraper.OSM_PowerNetworkScraper method) get_elevation_usgs() (brails.scrapers.usgs_data_scrapers.usgs_elevation_scraper.USGSElevationScraper static method) get_era_height_foundation_class() (brails.inferers.hazus_inferer_earthquake.hazus_inferer_earthquake.HazusInfererEarthquake method) get_extent() (brails.types.asset_inventory.AssetInventory method) get_filtered_data_given_inventory() (brails.scrapers.nsi_parser.nsi_parser.NSI_Parser method) get_footprints() (brails.scrapers.footprint_scraper.FootprintScraper method), [1] (brails.scrapers.ms_footprint_scraper.ms_footprint_handler.MS_FootprintScraper method) (brails.scrapers.osm_footprint_scraper.osm_footprint_scraper.OSM_FootprintScraper method) (brails.scrapers.overture_maps_scraper.overture_maps_footprint_scraper.OvertureMapsFootprintScraper method) (brails.scrapers.usa_footprint_scraper.usa_footprint_scraper.USA_FootprintScraper method) get_geojson() (brails.types.asset_inventory.AssetInventory method) get_hazus_base_replacement_cost() (in module brails.inferers.hazus_inferer.hazus_rulesets) get_hazus_height_classes() (in module brails.inferers.hazus_inferer.hazus_rulesets) get_hazus_height_classes_RES1() (in module brails.inferers.hazus_inferer.hazus_rulesets) get_hazus_income_to_const_class() (in module brails.inferers.hazus_inferer.hazus_rulesets) get_hazus_occ_type_mapping() (in module brails.inferers.hazus_inferer.hazus_rulesets) get_hazus_region_to_garage() (in module brails.inferers.hazus_inferer.hazus_rulesets) get_hazus_state_region_mapping() (in module brails.inferers.hazus_inferer.hazus_rulesets) get_hazus_year_classes() (in module brails.inferers.hazus_inferer.hazus_rulesets) get_image() (brails.types.image_set.ImageSet method) get_image_embedding() (brails.processors.vlm_segmenter.segment_anything.predictor.SamPredictor method) get_image_size() (brails.processors.chimney_detector.lib.efficientnet.model.EfficientNet class method) (brails.processors.garage_detector.lib.efficientnet.model.EfficientNet class method) (brails.processors.nfloors_detector.lib.efficientnet.model.EfficientNet class method)

get_images() (brails.scrapers.google_satellite.google_satellite.GoogleSatellite method) (brails.scrapers.google_streetview.google_streetview.GoogleStreetview method) (brails.scrapers.image_scraper.ImageScraper method) get_mask() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_segmentation.MaskBuilding method) get_model_params() (in module brails.processors.chimney_detector.lib.efficientnet.utils) (in module brails.processors.garage_detector.lib.efficientnet.utils) (in module brails.processors.nfloors_detector.lib.efficientnet.utils) get_model_path() (brails.utils.model_utils.ModelUtils static method) get_mosaic_bbox_wgs84() (brails.utils.rapid_utils.RAPIDUtils method) get_multi_keys() (brails.types.asset_inventory.AssetInventory method) get_n_pw() (brails.types.asset_inventory.AssetInventory method) get_object() (brails.utils.importer.Importer method) get_pairs() (in module brails.processors.vlm_image_classifier.clip.simple_tokenizer) get_preprocess_shape() (brails.processors.vlm_segmenter.segment_anything.utils.transforms.ResizeLongestSide static method) get_random_sample() (brails.types.asset_inventory.AssetInventory method) get_raw_data() (brails.scrapers.nsi_parser.nsi_parser.NSI_Parser method) get_region_elevation_data() (brails.scrapers.usgs_data_scrapers.usgs_elevation_scraper.USGSElevationScraper method) get_rel_pos() (in module brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder) get_replacement_cost() (brails.inferers.hazus_inferer.hazus_inferer.HazusInferer method) get_same_padding_conv2d() (in module brails.processors.chimney_detector.lib.efficientnet.utils) (in module brails.processors.garage_detector.lib.efficientnet.utils) (in module brails.processors.nfloors_detector.lib.efficientnet.utils) get_str_from_occ() (brails.inferers.hazus_inferer.hazus_inferer.HazusInferer method) get_supported_units() (brails.utils.unit_converter.UnitConverter method) get_unit_type() (brails.utils.unit_converter.UnitConverter static method) get_world_realization() (brails.types.asset_inventory.AssetInventory method) getAnnIds() (brails.processors.chimney_detector.lib.efficientdet.coco.COCO method) (brails.processors.garage_detector.lib.efficientdet.coco.COCO method) (brails.processors.nfloors_detector.lib.efficientdet.coco.COCO method) getCatIds() (brails.processors.chimney_detector.lib.efficientdet.coco.COCO method) (brails.processors.garage_detector.lib.efficientdet.coco.COCO method) (brails.processors.nfloors_detector.lib.efficientdet.coco.COCO method) getImgIds() (brails.processors.chimney_detector.lib.efficientdet.coco.COCO method) (brails.processors.garage_detector.lib.efficientdet.coco.COCO method) (brails.processors.nfloors_detector.lib.efficientdet.coco.COCO method) GetNSIData() (brails.scrapers.nsi_parser.nsi_parser.NSI_Parser method) GetPointsInPolygons (class in brails.utils.spatial_join_methods.get_points_in_polygons) GetPointsNearPolygons (class in brails.utils.spatial_join_methods.get_points_near_polygons) global_rulesets() (in module brails.inferers.hazus_inferer_wind.WindMetaVarRulesets) GlobalParams (class in brails.processors.chimney_detector.lib.efficientnet.utils) (class in brails.processors.garage_detector.lib.efficientnet.utils) (class in brails.processors.nfloors_detector.lib.efficientnet.utils) GoogleSatellite (class in brails.scrapers.google_satellite.google_satellite) GoogleStreetview (class in brails.scrapers.google_streetview.google_streetview) GPT (class in brails.processors.gpt_base_model.GPT)

H

has_se (brails.processors.chimney_detector.lib.efficientnet.model.MBConvBlock attribute) (brails.processors.garage_detector.lib.efficientnet.model.MBConvBlock attribute) (brails.processors.nfloors_detector.lib.efficientnet.model.MBConvBlock attribute) haversine_dist() (brails.utils.geo_tools.GeoTools static method) HazusInferer (class in brails.inferers.hazus_inferer.hazus_inferer) HazusInfererEarthquake (class in brails.inferers.hazus_inferer_earthquake.hazus_inferer_earthquake) HazusInfererFlood (class in brails.inferers.hazus_inferer_flood.hazus_inferer_flood)

HazusInfererWind (class in brails.inferers.hazus_inferer_wind.hazus_inferer_wind) HouseView (class in brails.filters.house_view.house_view) hrnetv2() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.hrnet) HUEFFS_config() (in module brails.inferers.hazus_inferer_wind.WindEFRulesets) HUEFH_config() (in module brails.inferers.hazus_inferer_wind.WindEFRulesets) HUEFS_config() (in module brails.inferers.hazus_inferer_wind.WindEFRulesets) HUEFSS_config() (in module brails.inferers.hazus_inferer_wind.WindEFRulesets)

I

id_skip (brails.processors.chimney_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.garage_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.BlockArgs attribute) Identity (class in brails.processors.chimney_detector.lib.efficientnet.utils) (class in brails.processors.garage_detector.lib.efficientnet.utils) (class in brails.processors.nfloors_detector.lib.efficientnet.utils) Image (class in brails.types.image_set) image_format (brails.processors.vlm_segmenter.segment_anything.modeling.sam.Sam attribute) image_names (brails.processors.image_segmenter.image_segmenter.DatasetBinary attribute) (brails.processors.image_segmenter.image_segmenter.DatasetRGB attribute) image_size (brails.processors.chimney_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.garage_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.GlobalParams attribute) ImageClassifier (class in brails.processors.image_classifier.image_classifier) ImageEncoderViT (class in brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder) ImageFolderInstance (class in brails.processors.foundation_classifier.npid.npid_datasets) (class in brails.processors.foundation_classifier.npid.npid_datasets.folder) ImageProcessor (class in brails.processors.image_processor) ImageScraper (class in brails.scrapers.image_scraper) ImageSegmenter (class in brails.processors.image_segmenter.image_segmenter) ImageSet (class in brails.types.image_set) img_paths (brails.processors.foundation_classifier.utils.Datasets.Foundation_Type_Testset attribute) (brails.processors.year_built_classifier.lib.datasets.YearBuiltFolder attribute) img_transform() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.dataset.BaseDataset method) Importer (class in brails.utils.importer) Imputation (class in brails.imputers.imputation) impute() (brails.imputers.imputation.Imputation method) (brails.imputers.knn_imputer.knn_imputer.KnnImputer method) imresize() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.dataset) infer() (brails.inferers.hazus_inferer.hazus_inferer.HazusInferer method) (brails.inferers.hazus_inferer_earthquake.hazus_inferer_earthquake.HazusInfererEarthquake method) (brails.inferers.hazus_inferer_flood.hazus_inferer_flood.HazusInfererFlood method) (brails.inferers.hazus_inferer_wind.hazus_inferer_wind.HazusInfererWind method) (brails.inferers.inference_engine.InferenceEngine method) (brails.inferers.nlcd_inferer.nlcd_to_coarse_land_cover.NLCDToCoarseLandCover method) (brails.inferers.user_inferer.user_inferer.UserInferer method)

infer_building_one_by_one() (brails.inferers.hazus_inferer_flood.hazus_inferer_flood.HazusInfererFlood method) (brails.inferers.hazus_inferer_wind.hazus_inferer_wind.HazusInfererWind method) InferenceEngine (class in brails.inferers.inference_engine) info() (brails.processors.chimney_detector.lib.efficientdet.coco.COCO method) (brails.processors.garage_detector.lib.efficientdet.coco.COCO method) (brails.processors.nfloors_detector.lib.efficientdet.coco.COCO method) initialize() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils.AverageMeter method) initialize_parameters() (brails.processors.vlm_image_classifier.clip.model.CLIP method) input_filters (brails.processors.chimney_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.garage_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.BlockArgs attribute) InputValidator (class in brails.utils.input_validator) intersectionAndUnion() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils) inventory (brails.scrapers.nbi_scraper.nbi_scraper.NBIScraper attribute) (brails.scrapers.nti_scraper.nti_scraper.NTIScraper attribute) InventoryValidator (class in brails.utils.inventory_validator) invetory_to_df() (brails.imputers.knn_imputer.knn_imputer.KnnImputer method) is_box() (brails.utils.input_validator.InputValidator static method) is_box_near_crop_edge() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) is_float() (brails.utils.input_validator.InputValidator static method) is_image() (brails.utils.input_validator.InputValidator static method) is_inventory() (brails.utils.inventory_validator.InventoryValidator static method) is_linestring() (brails.utils.input_validator.InputValidator static method) is_multilinestring() (brails.utils.input_validator.InputValidator static method) is_multipolygon() (brails.utils.input_validator.InputValidator static method) is_point() (brails.utils.input_validator.InputValidator static method) is_polygon() (brails.utils.input_validator.InputValidator static method) is_ready_to_infer() (brails.inferers.hazus_inferer_flood.hazus_inferer_flood.HazusInfererFlood method) (in module brails.inferers.hazus_inferer_wind.WindMetaVarRulesets) items() (brails.processors.vlm_segmenter.segment_anything.utils.amg.MaskData method)

J

jigsaw_generator() (in module brails.processors.year_built_classifier.lib.utils)

join() (brails.types.asset_inventory.AssetInventory method) join_inventories() (brails.utils.spatial_join_methods.base.SpatialJoinMethods class method)

K

kernel_size (brails.processors.chimney_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.garage_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.BlockArgs attribute)

kNN() (in module brails.processors.foundation_classifier.npid.test) KnnImputer (class in brails.imputers.knn_imputer.knn_imputer)

L

label (brails.filters.house_view.house_view.FilterDetectionResult attribute) (brails.processors.vlm_segmenter.grounded_sam_utils.DetectionResult attribute) labels (brails.processors.year_built_classifier.lib.datasets.YearBuiltFolder attribute) LayerNorm (class in brails.processors.vlm_image_classifier.clip.model) LayerNorm2d (class in brails.processors.vlm_segmenter.segment_anything.modeling.common) length_unit (brails.scrapers.ms_footprint_scraper.ms_footprint_handler.MS_FootprintScraper attribute) (brails.scrapers.nbi_scraper.nbi_scraper.NBIScraper attribute) (brails.scrapers.nti_scraper.nti_scraper.NTIScraper attribute) (brails.scrapers.osm_footprint_scraper.osm_footprint_scraper.OSM_FootprintScraper attribute) (brails.scrapers.osm_power_network_scraper.osm_power_network_scraper.OSM_PowerNetworkScraper attribute) (brails.scrapers.usa_footprint_scraper.usa_footprint_scraper.USA_FootprintScraper attribute) LinearAverage (class in brails.processors.foundation_classifier.lib.LinearAverage) (class in brails.processors.foundation_classifier.npid.npid_lib.LinearAverage) LinearAverageOp (class in brails.processors.foundation_classifier.lib.LinearAverage) (class in brails.processors.foundation_classifier.npid.npid_lib.LinearAverage) load() (in module brails.processors.vlm_image_classifier.clip.clip) load_masks (brails.processors.foundation_classifier.foundation_classifier.FoundationElevationClassifier attribute) (brails.processors.foundation_classifier.utils.Datasets.Foundation_Type_Testset attribute)

load_model() (in module brails.processors.year_built_classifier.lib.utils) load_predictions_from_json() (in module brails.processors.gpt_base_model.utils) load_pretrained_weights() (in module brails.processors.chimney_detector.lib.efficientnet.utils) (in module brails.processors.garage_detector.lib.efficientnet.utils) (in module brails.processors.nfloors_detector.lib.efficientnet.utils) load_url() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.utils) loadAnns() (brails.processors.chimney_detector.lib.efficientdet.coco.COCO method) (brails.processors.garage_detector.lib.efficientdet.coco.COCO method) (brails.processors.nfloors_detector.lib.efficientdet.coco.COCO method) loadCats() (brails.processors.chimney_detector.lib.efficientdet.coco.COCO method) (brails.processors.garage_detector.lib.efficientdet.coco.COCO method) (brails.processors.nfloors_detector.lib.efficientdet.coco.COCO method) loader() (brails.processors.foundation_classifier.npid.npid_datasets.CombinedMaskDataset method) (brails.processors.foundation_classifier.npid.npid_datasets.folder.CombinedMaskDataset method) (brails.processors.year_built_classifier.lib.datasets.YearBuiltFolder method) loadImgs() (brails.processors.chimney_detector.lib.efficientdet.coco.COCO method) (brails.processors.garage_detector.lib.efficientdet.coco.COCO method) (brails.processors.nfloors_detector.lib.efficientdet.coco.COCO method) loss_history (brails.processors.image_segmenter.image_segmenter.ImageSegmenter attribute)

M

main() (in module brails.processors.foundation_classifier.npid.main) mark_volatile() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.th) mask (brails.filters.house_view.house_view.FilterDetectionResult attribute) (brails.processors.vlm_segmenter.grounded_sam_utils.DetectionResult attribute) mask_buildings (brails.processors.foundation_classifier.foundation_classifier.FoundationElevationClassifier attribute) (brails.processors.foundation_classifier.utils.Datasets.Foundation_Type_Testset attribute) mask_names (brails.processors.image_segmenter.image_segmenter.DatasetBinary attribute) (brails.processors.image_segmenter.image_segmenter.DatasetRGB attribute) mask_paths (brails.processors.foundation_classifier.utils.Datasets.Foundation_Type_Testset attribute) mask_postprocessing() (brails.processors.vlm_segmenter.segment_anything.utils.onnx.SamOnnxModel method) mask_threshold (brails.processors.vlm_segmenter.segment_anything.modeling.sam.Sam attribute) mask_to_rle_pytorch() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) MaskBuilding (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_segmentation) MaskData (class in brails.processors.vlm_segmenter.segment_anything.utils.amg) MaskDecoder (class in brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder) MaskDecoderHQ (class in brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder_hq) MaskFolderInstance (class in brails.processors.foundation_classifier.npid.npid_datasets) (class in brails.processors.foundation_classifier.npid.npid_datasets.folder) match_points_to_polygons() (brails.utils.geo_tools.GeoTools static method) MaxPool2dStaticSamePadding (class in brails.processors.chimney_detector.lib.efficientnet.utils_extra) (class in brails.processors.garage_detector.lib.efficientnet.utils_extra) (class in brails.processors.nfloors_detector.lib.efficientnet.utils_extra) MaxScaleNumpy (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) MBConvBlock (class in brails.processors.chimney_detector.lib.efficientnet.model) (class in brails.processors.garage_detector.lib.efficientnet.model) (class in brails.processors.nfloors_detector.lib.efficientnet.model) MECB_config() (in module brails.inferers.hazus_inferer_wind.WindMECBRulesets) MedianScaleNumpy (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) MemoryEfficientSwish (class in brails.processors.chimney_detector.lib.efficientnet.utils) (class in brails.processors.garage_detector.lib.efficientnet.utils) (class in brails.processors.nfloors_detector.lib.efficientnet.utils) MERB_config() (in module brails.inferers.hazus_inferer_wind.WindMERBRulesets) Merge (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) merge_two_json() (brails.imputers.knn_imputer.knn_imputer.KnnImputer method) (brails.inferers.hazus_inferer.hazus_inferer.HazusInferer method) (brails.inferers.hazus_inferer_earthquake.hazus_inferer_earthquake.HazusInfererEarthquake method) (brails.inferers.hazus_inferer_flood.hazus_inferer_flood.HazusInfererFlood method) (brails.inferers.hazus_inferer_wind.hazus_inferer_wind.HazusInfererWind method) (brails.inferers.user_inferer.user_inferer.UserInferer method) mesh_polygon() (brails.utils.geo_tools.GeoTools static method) MH_config() (in module brails.inferers.hazus_inferer_wind.WindMHRulesets) min_depth (brails.processors.chimney_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.garage_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.GlobalParams attribute) MLP (class in brails.processors.foundation_classifier.models.residual_attention_network) (class in brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder) (class in brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder_hq) MLPBlock (class in brails.processors.vlm_segmenter.segment_anything.modeling.common) MLRI_config() (in module brails.inferers.hazus_inferer_wind.WindMLRIRulesets) MLRM_config() (in module brails.inferers.hazus_inferer_wind.WindMLRMRulesets) MMUH_config() (in module brails.inferers.hazus_inferer_wind.WindMMUHRulesets) MNISTInstance (class in brails.processors.foundation_classifier.npid.npid_datasets) (class in brails.processors.foundation_classifier.npid.npid_datasets.mnist) mobilenetv2() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.mobilenet) MobileNetV2Dilated (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models) model (brails.processors.year_built_classifier.year_built_classifier.YearBuiltClassifier attribute) model_arch (brails.processors.image_segmenter.image_segmenter.ImageSegmenter attribute) (brails.processors.vlm_image_classifier.CLIPClassifier.CLIPClassifier attribute) model_dir (brails.processors.foundation_classifier.foundation_classifier.FoundationElevationClassifier attribute) model_file (brails.processors.foundation_classifier.foundation_classifier.FoundationElevationClassifier attribute) (brails.processors.year_built_classifier.year_built_classifier.YearBuiltClassifier attribute) model_info() (in module brails.processors.year_built_classifier.lib.utils) model_path (brails.processors.facade_parser.facade_parser.FacadeParser attribute) ModelBuilder (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models) ModelUtils (class in brails.utils.model_utils) ModifiedResNet (class in brails.processors.vlm_image_classifier.clip.model) modulate_occ() (brails.inferers.hazus_inferer.hazus_inferer.HazusInferer method) (brails.inferers.simcenter_inferer.simCenter_inferer.SimCenterInferer method) modulate_weights() (brails.inferers.hazus_inferer.hazus_inferer.HazusInferer method) (brails.inferers.simcenter_inferer.simCenter_inferer.SimCenterInferer method) module brails brails.constants brails.exceptions brails.filters brails.filters.filter brails.filters.house_view brails.filters.house_view.house_view brails.imputers brails.imputers.imputation brails.imputers.knn_imputer brails.imputers.knn_imputer.knn_imputer brails.inferers brails.inferers.hazus_inferer brails.inferers.hazus_inferer.hazus_inferer brails.inferers.hazus_inferer.hazus_rulesets brails.inferers.hazus_inferer_earthquake brails.inferers.hazus_inferer_earthquake.hazus_inferer_earthquake brails.inferers.hazus_inferer_flood brails.inferers.hazus_inferer_flood.hazus_inferer_flood brails.inferers.hazus_inferer_wind brails.inferers.hazus_inferer_wind.auto_HU_NJ brails.inferers.hazus_inferer_wind.BuildingClassRulesets brails.inferers.hazus_inferer_wind.hazus_inferer_wind brails.inferers.hazus_inferer_wind.WindCECBRulesets brails.inferers.hazus_inferer_wind.WindCERBRulesets brails.inferers.hazus_inferer_wind.WindEFRulesets brails.inferers.hazus_inferer_wind.WindMECBRulesets brails.inferers.hazus_inferer_wind.WindMERBRulesets brails.inferers.hazus_inferer_wind.WindMetaVarRulesets brails.inferers.hazus_inferer_wind.WindMHRulesets brails.inferers.hazus_inferer_wind.WindMLRIRulesets brails.inferers.hazus_inferer_wind.WindMLRMRulesets brails.inferers.hazus_inferer_wind.WindMMUHRulesets brails.inferers.hazus_inferer_wind.WindMSFRulesets brails.inferers.hazus_inferer_wind.WindSECBRulesets brails.inferers.hazus_inferer_wind.WindSERBRulesets brails.inferers.hazus_inferer_wind.WindSPMBRulesets brails.inferers.hazus_inferer_wind.WindWMUHRulesets brails.inferers.hazus_inferer_wind.WindWSFRulesets brails.inferers.inference_engine brails.inferers.nlcd_inferer brails.inferers.nlcd_inferer.nlcd_to_coarse_land_cover brails.inferers.simcenter_inferer brails.inferers.simcenter_inferer.simCenter_inferer brails.inferers.user_inferer brails.inferers.user_inferer.content_value_inferer brails.inferers.user_inferer.floor_area_inferer brails.inferers.user_inferer.user_inferer brails.processors brails.processors.building_material_llm brails.processors.building_material_llm.building_material_llm brails.processors.chimney_detector brails.processors.chimney_detector.lib brails.processors.chimney_detector.lib.efficientdet brails.processors.chimney_detector.lib.efficientdet.coco brails.processors.chimney_detector.lib.efficientdet.config brails.processors.chimney_detector.lib.efficientdet.utils brails.processors.chimney_detector.lib.efficientnet brails.processors.chimney_detector.lib.efficientnet.model brails.processors.chimney_detector.lib.efficientnet.utils brails.processors.chimney_detector.lib.efficientnet.utils_extra brails.processors.chimney_detector.lib.utils brails.processors.chimney_detector.lib.utils.sync_batchnorm brails.processors.chimney_detector.lib.utils.sync_batchnorm.batchnorm brails.processors.chimney_detector.lib.utils.sync_batchnorm.batchnorm_reimpl brails.processors.chimney_detector.lib.utils.sync_batchnorm.comm brails.processors.chimney_detector.lib.utils.sync_batchnorm.replicate brails.processors.chimney_detector.lib.utils.sync_batchnorm.unittest brails.processors.cons_type_classifier brails.processors.cons_type_classifier.ConstructionTypeClassifier brails.processors.facade_parser brails.processors.facade_parser.facade_parser brails.processors.ffh_predictor_klepac brails.processors.ffh_predictor_klepac.ffh_predictor_klepac brails.processors.foundation_classifier brails.processors.foundation_classifier.attention_utils brails.processors.foundation_classifier.attention_utils.radam brails.processors.foundation_classifier.attention_utils.utils brails.processors.foundation_classifier.csail_segmentation_tool brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.config brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.config.defaults brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.data brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.dataset brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.batchnorm brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.comm brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.replicate brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.unittest brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.parallel brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.parallel.data_parallel brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.dataset brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.sampler brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.th brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.hrnet brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.mobilenet brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.resnet brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.resnext brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.utils brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils brails.processors.foundation_classifier.csail_segmentation_tool.csail_segmentation brails.processors.foundation_classifier.foundation_classifier brails.processors.foundation_classifier.lib brails.processors.foundation_classifier.lib.alias_multinomial brails.processors.foundation_classifier.lib.custom_transforms brails.processors.foundation_classifier.lib.LinearAverage brails.processors.foundation_classifier.lib.NCEAverage brails.processors.foundation_classifier.lib.NCECriterion brails.processors.foundation_classifier.lib.normalize brails.processors.foundation_classifier.lib.utils brails.processors.foundation_classifier.models brails.processors.foundation_classifier.models.attention_module brails.processors.foundation_classifier.models.basic_layer brails.processors.foundation_classifier.models.residual_attention_network brails.processors.foundation_classifier.models.resnet_applied brails.processors.foundation_classifier.models.sknet brails.processors.foundation_classifier.npid brails.processors.foundation_classifier.npid.main brails.processors.foundation_classifier.npid.npid_datasets brails.processors.foundation_classifier.npid.npid_datasets.cifar brails.processors.foundation_classifier.npid.npid_datasets.folder brails.processors.foundation_classifier.npid.npid_datasets.mnist brails.processors.foundation_classifier.npid.npid_lib brails.processors.foundation_classifier.npid.npid_lib.alias_multinomial brails.processors.foundation_classifier.npid.npid_lib.custom_transforms brails.processors.foundation_classifier.npid.npid_lib.LinearAverage brails.processors.foundation_classifier.npid.npid_lib.NCEAverage brails.processors.foundation_classifier.npid.npid_lib.NCECriterion brails.processors.foundation_classifier.npid.npid_lib.normalize brails.processors.foundation_classifier.npid.npid_lib.utils brails.processors.foundation_classifier.npid.npid_models brails.processors.foundation_classifier.npid.npid_models.resnet brails.processors.foundation_classifier.npid.npid_models.resnet_cifar brails.processors.foundation_classifier.npid.npid_toolbox brails.processors.foundation_classifier.npid.test brails.processors.foundation_classifier.utils brails.processors.foundation_classifier.utils.Datasets brails.processors.garage_detector brails.processors.garage_detector.lib brails.processors.garage_detector.lib.efficientdet brails.processors.garage_detector.lib.efficientdet.coco brails.processors.garage_detector.lib.efficientdet.config brails.processors.garage_detector.lib.efficientdet.utils brails.processors.garage_detector.lib.efficientnet brails.processors.garage_detector.lib.efficientnet.model brails.processors.garage_detector.lib.efficientnet.utils brails.processors.garage_detector.lib.efficientnet.utils_extra brails.processors.garage_detector.lib.utils brails.processors.garage_detector.lib.utils.sync_batchnorm brails.processors.garage_detector.lib.utils.sync_batchnorm.batchnorm brails.processors.garage_detector.lib.utils.sync_batchnorm.batchnorm_reimpl brails.processors.garage_detector.lib.utils.sync_batchnorm.comm brails.processors.garage_detector.lib.utils.sync_batchnorm.replicate brails.processors.garage_detector.lib.utils.sync_batchnorm.unittest brails.processors.gpt_base_model brails.processors.gpt_base_model.GPT brails.processors.gpt_base_model.utils brails.processors.image_classifier brails.processors.image_classifier.image_classifier brails.processors.image_processor brails.processors.image_segmenter brails.processors.image_segmenter.image_segmenter brails.processors.nFloor_gpt brails.processors.nFloor_gpt.nFloor_gpt brails.processors.nFloor_vlm brails.processors.nFloor_vlm.nFloor_vlm brails.processors.nfloors_detector brails.processors.nfloors_detector.lib brails.processors.nfloors_detector.lib.efficientdet brails.processors.nfloors_detector.lib.efficientdet.coco brails.processors.nfloors_detector.lib.efficientdet.config brails.processors.nfloors_detector.lib.efficientdet.utils brails.processors.nfloors_detector.lib.efficientnet brails.processors.nfloors_detector.lib.efficientnet.model brails.processors.nfloors_detector.lib.efficientnet.utils brails.processors.nfloors_detector.lib.efficientnet.utils_extra brails.processors.nfloors_detector.lib.utils brails.processors.nfloors_detector.lib.utils.sync_batchnorm brails.processors.nfloors_detector.lib.utils.sync_batchnorm.batchnorm brails.processors.nfloors_detector.lib.utils.sync_batchnorm.batchnorm_reimpl brails.processors.nfloors_detector.lib.utils.sync_batchnorm.comm brails.processors.nfloors_detector.lib.utils.sync_batchnorm.replicate brails.processors.nfloors_detector.lib.utils.sync_batchnorm.unittest brails.processors.occupancy_classifier brails.processors.occupancy_classifier.occupancy_classifier brails.processors.other_idea brails.processors.other_idea.arial_processing brails.processors.other_idea.street_processor brails.processors.roof_shape_classifier brails.processors.roof_shape_classifier.roof_shape_classifier brails.processors.roof_shape_gpt brails.processors.roof_shape_gpt.roof_shape_gpt brails.processors.roof_shape_vlm brails.processors.roof_shape_vlm.roof_shape_vlm brails.processors.street_level_damage_detection brails.processors.street_level_damage_detection.street_level_damage_detection brails.processors.vlm_image_classifier brails.processors.vlm_image_classifier.clip brails.processors.vlm_image_classifier.clip.clip brails.processors.vlm_image_classifier.clip.model brails.processors.vlm_image_classifier.clip.simple_tokenizer brails.processors.vlm_image_classifier.clip.utils brails.processors.vlm_image_classifier.CLIPClassifier brails.processors.vlm_segmenter brails.processors.vlm_segmenter.grounded_sam_utils brails.processors.vlm_segmenter.segment_anything brails.processors.vlm_segmenter.segment_anything.automatic_mask_generator brails.processors.vlm_segmenter.segment_anything.build_sam brails.processors.vlm_segmenter.segment_anything.build_sam_hq brails.processors.vlm_segmenter.segment_anything.modeling brails.processors.vlm_segmenter.segment_anything.modeling.common brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder_hq brails.processors.vlm_segmenter.segment_anything.modeling.prompt_encoder brails.processors.vlm_segmenter.segment_anything.modeling.sam brails.processors.vlm_segmenter.segment_anything.modeling.transformer brails.processors.vlm_segmenter.segment_anything.predictor brails.processors.vlm_segmenter.segment_anything.utils brails.processors.vlm_segmenter.segment_anything.utils.amg brails.processors.vlm_segmenter.segment_anything.utils.onnx brails.processors.vlm_segmenter.segment_anything.utils.transforms brails.processors.vlm_segmenter.vlm_segmenter brails.processors.year_built_classifier brails.processors.year_built_classifier.lib brails.processors.year_built_classifier.lib.datasets brails.processors.year_built_classifier.lib.utils brails.processors.year_built_classifier.model brails.processors.year_built_classifier.Resnet brails.processors.year_built_classifier.weights brails.processors.year_built_classifier.year_built_classifier brails.scrapers brails.scrapers.asce_hazard_data_scraper brails.scrapers.asset_data_augmenter brails.scrapers.fema_firm_scraper brails.scrapers.fema_firm_scraper.fema_firm_scraper brails.scrapers.footprint_scraper brails.scrapers.google_satellite brails.scrapers.google_satellite.google_satellite brails.scrapers.google_streetview brails.scrapers.google_streetview.google_streetview brails.scrapers.image_scraper brails.scrapers.ms_footprint_scraper brails.scrapers.ms_footprint_scraper.ms_footprint_handler brails.scrapers.nbi_scraper brails.scrapers.nbi_scraper.nbi_scraper brails.scrapers.nsi_parser brails.scrapers.nsi_parser.nsi_parser brails.scrapers.nti_scraper brails.scrapers.nti_scraper.nti_scraper brails.scrapers.osm_footprint_scraper brails.scrapers.osm_footprint_scraper.osm_footprint_scraper brails.scrapers.osm_power_network_scraper brails.scrapers.osm_power_network_scraper.osm_power_network_scraper brails.scrapers.overture_maps_scraper brails.scrapers.overture_maps_scraper.overture_maps_footprint_scraper brails.scrapers.overture_maps_scraper.overture_maps_scraper brails.scrapers.usa_footprint_scraper brails.scrapers.usa_footprint_scraper.usa_footprint_scraper brails.scrapers.user_footprints brails.scrapers.usgs_data_scrapers brails.scrapers.usgs_data_scrapers.nlcd_scraper brails.scrapers.usgs_data_scrapers.usgs_elevation_scraper brails.types brails.types.asset_inventory brails.types.image_set brails.types.region_boundary brails.utils brails.utils.arcgisapi_service_helper brails.utils.geo_tools brails.utils.importer brails.utils.input_validator brails.utils.inventory_validator brails.utils.model_utils brails.utils.plot_tools brails.utils.rapid_utils brails.utils.segmentation_utils brails.utils.spatial_join_methods brails.utils.spatial_join_methods.base brails.utils.spatial_join_methods.distance_based_point_matcher brails.utils.spatial_join_methods.get_points_in_polygons brails.utils.spatial_join_methods.get_points_near_polygons brails.utils.unit_converter

MS_FootprintScraper (class in brails.scrapers.ms_footprint_scraper.ms_footprint_handler) MSF_config() (in module brails.inferers.hazus_inferer_wind.WindMSFRulesets) MutualExclude (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms)

N

n_pw (brails.imputers.knn_imputer.knn_imputer.KnnImputer attribute) (brails.inferers.user_inferer.user_inferer.UserInferer attribute) name (brails.scrapers.footprint_scraper.FootprintScraper attribute) NBIScraper (class in brails.scrapers.nbi_scraper.nbi_scraper) NCEAverage (class in brails.processors.foundation_classifier.lib.NCEAverage) (class in brails.processors.foundation_classifier.npid.npid_lib.NCEAverage) NCECriterion (class in brails.processors.foundation_classifier.lib.NCECriterion) (class in brails.processors.foundation_classifier.npid.npid_lib.NCECriterion) NCEFunction (class in brails.processors.foundation_classifier.lib.NCEAverage) (class in brails.processors.foundation_classifier.npid.npid_lib.NCEAverage) nepochs (brails.processors.image_segmenter.image_segmenter.ImageSegmenter attribute) NFloorGPT (class in brails.processors.nFloor_gpt.nFloor_gpt) NFloorVLM (class in brails.processors.nFloor_vlm.nFloor_vlm) NLCDScraper (class in brails.scrapers.usgs_data_scrapers.nlcd_scraper) NLCDToCoarseLandCover (class in brails.inferers.nlcd_inferer.nlcd_to_coarse_land_cover) NN() (in module brails.processors.foundation_classifier.npid.test) Normalize (class in brails.processors.foundation_classifier.lib.normalize) (class in brails.processors.foundation_classifier.npid.npid_lib.normalize)

normalize_bbox_order() (brails.scrapers.overture_maps_scraper.overture_maps_scraper.OvertureMapsScraper static method) normalize_unit() (brails.utils.unit_converter.UnitConverter static method) NormalizeNumpy (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) NotFoundError NotSupportedCliException nr_slaves (brails.processors.chimney_detector.lib.utils.sync_batchnorm.comm.SyncMaster property) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.comm.SyncMaster property) (brails.processors.garage_detector.lib.utils.sync_batchnorm.comm.SyncMaster property) (brails.processors.nfloors_detector.lib.utils.sync_batchnorm.comm.SyncMaster property) nsi2brailsmap (brails.scrapers.nsi_parser.nsi_parser.NSI_Parser attribute) NSI_Parser (class in brails.scrapers.nsi_parser.nsi_parser) NTIScraper (class in brails.scrapers.nti_scraper.nti_scraper) num_classes (brails.processors.chimney_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.garage_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.GlobalParams attribute) num_repeat (brails.processors.chimney_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.garage_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.BlockArgs attribute)

O

OccupancyClassifier (class in brails.processors.occupancy_classifier.occupancy_classifier) OSM_FootprintScraper (class in brails.scrapers.osm_footprint_scraper.osm_footprint_scraper) OSM_PowerNetworkScraper (class in brails.scrapers.osm_power_network_scraper.osm_power_network_scraper) output_filters (brails.processors.chimney_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.garage_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.BlockArgs attribute)

OvertureMapsFootprintScraper (class in brails.scrapers.overture_maps_scraper.overture_maps_footprint_scraper) OvertureMapsScraper (class in brails.scrapers.overture_maps_scraper.overture_maps_scraper)

P

parse_devices() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils) parse_input_list() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.dataset.BaseDataset method) parse_units() (brails.utils.unit_converter.UnitConverter static method) patch_replication_callback() (in module brails.processors.chimney_detector.lib.utils.sync_batchnorm.replicate) (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.replicate) (in module brails.processors.garage_detector.lib.utils.sync_batchnorm.replicate) (in module brails.processors.nfloors_detector.lib.utils.sync_batchnorm.replicate) patch_sync_batchnorm() (in module brails.processors.chimney_detector.lib.utils.sync_batchnorm.batchnorm) (in module brails.processors.garage_detector.lib.utils.sync_batchnorm.batchnorm) (in module brails.processors.nfloors_detector.lib.utils.sync_batchnorm.batchnorm) PatchEmbed (class in brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder) pixel_acc() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models.SegmentationModuleBase method) PlainRAdam (class in brails.processors.foundation_classifier.attention_utils.radam) plot_images() (brails.utils.plot_tools.PlotTools static method) plot_polygon_cells() (brails.utils.geo_tools.GeoTools static method) PlotTools (class in brails.utils.plot_tools) PMG (class in brails.processors.year_built_classifier.model) poisson_downsampling() (in module brails.processors.foundation_classifier.lib.custom_transforms) (in module brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) PoissonSubsampling (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) populate_feature() (brails.scrapers.asset_data_augmenter.AssetDataAugmenter method) (brails.scrapers.fema_firm_scraper.fema_firm_scraper.FEMAFIRMScraper method) (brails.scrapers.usgs_data_scrapers.nlcd_scraper.NLCDScraper method) (brails.scrapers.usgs_data_scrapers.usgs_elevation_scraper.USGSElevationScraper method) PositionEmbeddingRandom (class in brails.processors.vlm_segmenter.segment_anything.modeling.prompt_encoder) postprocess_masks() (brails.processors.vlm_segmenter.segment_anything.modeling.sam.Sam method) postprocess_small_regions() (brails.processors.vlm_segmenter.segment_anything.automatic_mask_generator.SamAutomaticMaskGenerator static method) PPM (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models) PPMDeepsup (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models) pred_idx_to_labels() (in module brails.processors.vlm_image_classifier.clip.utils) predict() (brails.processors.building_material_llm.building_material_llm.BuildingMaterialLLM method) (brails.processors.cons_type_classifier.ConstructionTypeClassifier.ConsTypeClassifier method) (brails.processors.facade_parser.facade_parser.FacadeParser method) (brails.processors.ffh_predictor_klepac.ffh_predictor_klepac.FFHPredictorKlepac method) (brails.processors.foundation_classifier.foundation_classifier.FoundationElevationClassifier method) (brails.processors.gpt_base_model.GPT.GPT method) (brails.processors.image_classifier.image_classifier.ImageClassifier method) (brails.processors.image_processor.ImageProcessor method), [1] (brails.processors.image_segmenter.image_segmenter.ImageSegmenter method) (brails.processors.nFloor_gpt.nFloor_gpt.NFloorGPT method) (brails.processors.occupancy_classifier.occupancy_classifier.OccupancyClassifier method), [1] (brails.processors.other_idea.arial_processing.ArialProcessing method) (brails.processors.other_idea.street_processor.StreetProcessor method) (brails.processors.roof_shape_classifier.roof_shape_classifier.RoofShapeClassifier method) (brails.processors.roof_shape_gpt.roof_shape_gpt.RoofShapeGPT method) (brails.processors.street_level_damage_detection.street_level_damage_detection.DamageDetection_StreetLevel method) (brails.processors.vlm_image_classifier.CLIPClassifier.CLIPClassifier method) (brails.processors.vlm_segmenter.segment_anything.predictor.SamPredictor method) (brails.processors.vlm_segmenter.vlm_segmenter.VLMSegmenter method) (brails.processors.year_built_classifier.year_built_classifier.YearBuiltClassifier method)

predict_masks() (brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder.MaskDecoder method) (brails.processors.vlm_segmenter.segment_anything.modeling.mask_decoder_hq.MaskDecoderHQ method) predict_torch() (brails.processors.vlm_segmenter.segment_anything.predictor.SamPredictor method) predict_wrapper() (in module brails.processors.vlm_image_classifier.clip.utils) predictions (brails.processors.facade_parser.facade_parser.FacadeParser attribute) preprocess() (brails.processors.vlm_segmenter.segment_anything.modeling.sam.Sam method) preprocess_batch_img() (in module brails.processors.vlm_image_classifier.clip.utils) print_info() (brails.types.asset_inventory.Asset method) (brails.types.asset_inventory.AssetInventory method) (brails.types.image_set.Image method) (brails.types.image_set.ImageSet method) print_res (brails.processors.foundation_classifier.foundation_classifier.FoundationElevationClassifier attribute) (brails.processors.year_built_classifier.year_built_classifier.YearBuiltClassifier attribute) process_range() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils) prompt_and_save_caption() (in module brails.processors.gpt_base_model.utils) PromptEncoder (class in brails.processors.vlm_segmenter.segment_anything.modeling.prompt_encoder) put() (brails.processors.chimney_detector.lib.utils.sync_batchnorm.comm.FutureResult method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.comm.FutureResult method) (brails.processors.garage_detector.lib.utils.sync_batchnorm.comm.FutureResult method) (brails.processors.nfloors_detector.lib.utils.sync_batchnorm.comm.FutureResult method)

Q

QuickGELU (class in brails.processors.vlm_image_classifier.clip.model)

R

RAdam (class in brails.processors.foundation_classifier.attention_utils.radam) random_num_generator() (in module brails.processors.foundation_classifier.lib.custom_transforms) (in module brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) random_split() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.dataset) RandomCropNumpy (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) RandomGaussianBlurring (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) RandomRotate (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) RandomSampler (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.sampler) RAPIDUtils (class in brails.utils.rapid_utils) read_from_csv() (brails.types.asset_inventory.AssetInventory method) RegionBoundary (class in brails.types.region_boundary) RegionInput (class in brails.types.region_boundary) register_slave() (brails.processors.chimney_detector.lib.utils.sync_batchnorm.comm.SyncMaster method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.comm.SyncMaster method) (brails.processors.garage_detector.lib.utils.sync_batchnorm.comm.SyncMaster method) (brails.processors.nfloors_detector.lib.utils.sync_batchnorm.comm.SyncMaster method) remove_asset() (brails.types.asset_inventory.AssetInventory method) remove_features() (brails.types.asset_inventory.Asset method) (brails.types.asset_inventory.AssetInventory method) remove_small_regions() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) replicate() (brails.processors.chimney_detector.lib.utils.sync_batchnorm.replicate.DataParallelWithCallback method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.replicate.DataParallelWithCallback method) (brails.processors.garage_detector.lib.utils.sync_batchnorm.replicate.DataParallelWithCallback method) (brails.processors.nfloors_detector.lib.utils.sync_batchnorm.replicate.DataParallelWithCallback method) reset() (brails.processors.foundation_classifier.lib.utils.AverageMeter method) (brails.processors.foundation_classifier.npid.npid_lib.utils.AverageMeter method) reset_image() (brails.processors.vlm_segmenter.segment_anything.predictor.SamPredictor method) reset_parameters() (brails.processors.chimney_detector.lib.utils.sync_batchnorm.batchnorm_reimpl.BatchNorm2dReimpl method) (brails.processors.garage_detector.lib.utils.sync_batchnorm.batchnorm_reimpl.BatchNorm2dReimpl method) (brails.processors.nfloors_detector.lib.utils.sync_batchnorm.batchnorm_reimpl.BatchNorm2dReimpl method) reset_running_stats() (brails.processors.chimney_detector.lib.utils.sync_batchnorm.batchnorm_reimpl.BatchNorm2dReimpl method) (brails.processors.garage_detector.lib.utils.sync_batchnorm.batchnorm_reimpl.BatchNorm2dReimpl method) (brails.processors.nfloors_detector.lib.utils.sync_batchnorm.batchnorm_reimpl.BatchNorm2dReimpl method) ResidualAttentionBlock (class in brails.processors.vlm_image_classifier.clip.model) ResidualAttentionModel_92 (class in brails.processors.foundation_classifier.models.residual_attention_network) ResidualAttentionModel_92_32input (class in brails.processors.foundation_classifier.models.residual_attention_network) ResidualAttentionModel_92_32input_update (class in brails.processors.foundation_classifier.models.residual_attention_network) ResidualAttentionModel_92_Small (class in brails.processors.foundation_classifier.models.residual_attention_network) ResidualAttentionModel_92_Small_1D (class in brails.processors.foundation_classifier.models.residual_attention_network) ResidualBlock (class in brails.processors.foundation_classifier.models.basic_layer) ResidualBlock1D (class in brails.processors.foundation_classifier.models.basic_layer) resize_longest_image_size() (brails.processors.vlm_segmenter.segment_anything.utils.onnx.SamOnnxModel static method) ResizeLongestSide (class in brails.processors.vlm_segmenter.segment_anything.utils.transforms) Resnet (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models) ResNet (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.resnet) (class in brails.processors.foundation_classifier.models.resnet_applied) (class in brails.processors.foundation_classifier.npid.npid_models.resnet) (class in brails.processors.foundation_classifier.npid.npid_models.resnet_cifar) (class in brails.processors.year_built_classifier.Resnet) resnet101() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.resnet) (in module brails.processors.foundation_classifier.models.resnet_applied) (in module brails.processors.foundation_classifier.npid.npid_models.resnet)

ResNet101() (in module brails.processors.foundation_classifier.npid.npid_models.resnet_cifar) resnet101() (in module brails.processors.year_built_classifier.Resnet) resnet152() (in module brails.processors.foundation_classifier.models.resnet_applied) (in module brails.processors.foundation_classifier.npid.npid_models.resnet) ResNet152() (in module brails.processors.foundation_classifier.npid.npid_models.resnet_cifar) resnet152() (in module brails.processors.year_built_classifier.Resnet) resnet18() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.resnet) (in module brails.processors.foundation_classifier.models.resnet_applied) (in module brails.processors.foundation_classifier.npid.npid_models.resnet) ResNet18() (in module brails.processors.foundation_classifier.npid.npid_models.resnet_cifar) resnet18() (in module brails.processors.year_built_classifier.Resnet) resnet34() (in module brails.processors.foundation_classifier.models.resnet_applied) (in module brails.processors.foundation_classifier.npid.npid_models.resnet) ResNet34() (in module brails.processors.foundation_classifier.npid.npid_models.resnet_cifar) resnet34() (in module brails.processors.year_built_classifier.Resnet) resnet50() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.resnet) (in module brails.processors.foundation_classifier.models.resnet_applied) (in module brails.processors.foundation_classifier.npid.npid_models.resnet) ResNet50() (in module brails.processors.foundation_classifier.npid.npid_models.resnet_cifar) resnet50() (in module brails.processors.year_built_classifier.Resnet) ResnetDilated (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models) ResNeXt (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.resnext) resnext101() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.resnext) resnext101_32x8d() (in module brails.processors.year_built_classifier.Resnet) resnext50_32x4d() (in module brails.processors.year_built_classifier.Resnet) retrain() (brails.processors.cons_type_classifier.ConstructionTypeClassifier.ConsTypeClassifier method) (brails.processors.image_classifier.image_classifier.ImageClassifier method) (brails.processors.occupancy_classifier.occupancy_classifier.OccupancyClassifier method) (brails.processors.roof_shape_classifier.roof_shape_classifier.RoofShapeClassifier method) rle_to_mask() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) RoofShapeClassifier (class in brails.processors.roof_shape_classifier.roof_shape_classifier) RoofShapeGPT (class in brails.processors.roof_shape_gpt.roof_shape_gpt) RoofShapeVLM (class in brails.processors.roof_shape_vlm.roof_shape_vlm) round() (in module brails.processors.vlm_image_classifier.clip.utils) round2nearest_multiple() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.dataset.BaseDataset method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_segmentation.MaskBuilding method) round_filters() (in module brails.processors.chimney_detector.lib.efficientnet.utils) (in module brails.processors.garage_detector.lib.efficientnet.utils) (in module brails.processors.nfloors_detector.lib.efficientnet.utils) round_repeats() (in module brails.processors.chimney_detector.lib.efficientnet.utils) (in module brails.processors.garage_detector.lib.efficientnet.utils) (in module brails.processors.nfloors_detector.lib.efficientnet.utils) run_master() (brails.processors.chimney_detector.lib.utils.sync_batchnorm.comm.SyncMaster method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.comm.SyncMaster method) (brails.processors.garage_detector.lib.utils.sync_batchnorm.comm.SyncMaster method) (brails.processors.nfloors_detector.lib.utils.sync_batchnorm.comm.SyncMaster method) run_on_one_image() (in module brails.processors.vlm_segmenter.grounded_sam_utils) run_slave() (brails.processors.chimney_detector.lib.utils.sync_batchnorm.comm.SlavePipe method) (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.comm.SlavePipe method) (brails.processors.garage_detector.lib.utils.sync_batchnorm.comm.SlavePipe method) (brails.processors.nfloors_detector.lib.utils.sync_batchnorm.comm.SlavePipe method)

S

Sam (class in brails.processors.vlm_segmenter.segment_anything.modeling.sam) SamAutomaticMaskGenerator (class in brails.processors.vlm_segmenter.segment_anything.automatic_mask_generator) SamOnnxModel (class in brails.processors.vlm_segmenter.segment_anything.utils.onnx) Sampler (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.sampler) SamPredictor (class in brails.processors.vlm_segmenter.segment_anything.predictor) save_checkpoint() (in module brails.processors.foundation_classifier.npid.main) scatter() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.parallel.data_parallel.UserScatteredDataParallel method) score (brails.filters.house_view.house_view.FilterDetectionResult attribute) (brails.processors.vlm_segmenter.grounded_sam_utils.DetectionResult attribute) se_ratio (brails.processors.chimney_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.garage_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.BlockArgs attribute) SECB_config() (in module brails.inferers.hazus_inferer_wind.WindSECBRulesets) seed (brails.inferers.user_inferer.user_inferer.UserInferer attribute) segm_transform() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.dataset.BaseDataset method) segment() (in module brails.processors.vlm_segmenter.grounded_sam_utils) SegmentationModule (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models) SegmentationModuleBase (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models) SegmentationUtils (class in brails.utils.segmentation_utils) select_masks() (brails.processors.vlm_segmenter.segment_anything.utils.onnx.SamOnnxModel method) sequential_imputer() (brails.imputers.knn_imputer.knn_imputer.KnnImputer method) SequentialSampler (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.sampler) SERB_config() (in module brails.inferers.hazus_inferer_wind.WindSERBRulesets) set_directory() (brails.types.image_set.ImageSet method) set_image() (brails.processors.vlm_segmenter.segment_anything.predictor.SamPredictor method) set_swish() (brails.processors.chimney_detector.lib.efficientnet.model.EfficientNet method) (brails.processors.chimney_detector.lib.efficientnet.model.MBConvBlock method) (brails.processors.garage_detector.lib.efficientnet.model.EfficientNet method) (brails.processors.garage_detector.lib.efficientnet.model.MBConvBlock method) (brails.processors.nfloors_detector.lib.efficientnet.model.EfficientNet method) (brails.processors.nfloors_detector.lib.efficientnet.model.MBConvBlock method) set_torch_image() (brails.processors.vlm_segmenter.segment_anything.predictor.SamPredictor method) setup_logger() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils) show_binary_mask() (in module brails.processors.vlm_segmenter.grounded_sam_utils) show_box() (in module brails.processors.vlm_segmenter.grounded_sam_utils) show_points() (in module brails.processors.vlm_segmenter.grounded_sam_utils) show_predictions() (brails.utils.plot_tools.PlotTools static method) SimCenterInferer (class in brails.inferers.simcenter_inferer.simCenter_inferer) SimpleTokenizer (class in brails.processors.vlm_image_classifier.clip.simple_tokenizer) SKConv (class in brails.processors.foundation_classifier.models.sknet) SKNet (class in brails.processors.foundation_classifier.models.sknet) SKNet101() (in module brails.processors.foundation_classifier.models.sknet) SKNet26() (in module brails.processors.foundation_classifier.models.sknet) SKNet50() (in module brails.processors.foundation_classifier.models.sknet)

SKUnit (class in brails.processors.foundation_classifier.models.sknet) SlavePipe (class in brails.processors.chimney_detector.lib.utils.sync_batchnorm.comm) (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.comm) (class in brails.processors.garage_detector.lib.utils.sync_batchnorm.comm) (class in brails.processors.nfloors_detector.lib.utils.sync_batchnorm.comm) sliding_window() (in module brails.processors.foundation_classifier.attention_utils.utils) soft_labels (brails.processors.year_built_classifier.lib.datasets.YearBuiltFolder attribute) SpatialJoinMethods (class in brails.utils.spatial_join_methods.base) Split (class in brails.processors.foundation_classifier.lib.custom_transforms) (class in brails.processors.foundation_classifier.npid.npid_lib.custom_transforms) split_polygon_into_cells() (brails.utils.arcgisapi_service_helper.ArcgisAPIServiceHelper method) SPMB_config() (in module brails.inferers.hazus_inferer_wind.WindSPMBRulesets) step() (brails.processors.foundation_classifier.attention_utils.radam.AdamW method) (brails.processors.foundation_classifier.attention_utils.radam.PlainRAdam method) (brails.processors.foundation_classifier.attention_utils.radam.RAdam method) street_images (brails.processors.facade_parser.facade_parser.FacadeParser attribute) StreetProcessor (class in brails.processors.other_idea.street_processor) stride (brails.processors.chimney_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.garage_detector.lib.efficientnet.utils.BlockArgs attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.BlockArgs attribute) Subset (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.dataset) SubsetRandomSampler (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.sampler) supported_asset_elevation_modes() (brails.scrapers.usgs_data_scrapers.usgs_elevation_scraper.USGSElevationScraper static method) Swish (class in brails.processors.chimney_detector.lib.efficientnet.utils) (class in brails.processors.garage_detector.lib.efficientnet.utils) (class in brails.processors.nfloors_detector.lib.efficientnet.utils) SwishImplementation (class in brails.processors.chimney_detector.lib.efficientnet.utils) (class in brails.processors.garage_detector.lib.efficientnet.utils) (class in brails.processors.nfloors_detector.lib.efficientnet.utils) SynchronizedBatchNorm1d (class in brails.processors.chimney_detector.lib.utils.sync_batchnorm.batchnorm) (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.batchnorm) (class in brails.processors.garage_detector.lib.utils.sync_batchnorm.batchnorm) (class in brails.processors.nfloors_detector.lib.utils.sync_batchnorm.batchnorm) SynchronizedBatchNorm2d (class in brails.processors.chimney_detector.lib.utils.sync_batchnorm.batchnorm) (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.batchnorm) (class in brails.processors.garage_detector.lib.utils.sync_batchnorm.batchnorm) (class in brails.processors.nfloors_detector.lib.utils.sync_batchnorm.batchnorm) SynchronizedBatchNorm3d (class in brails.processors.chimney_detector.lib.utils.sync_batchnorm.batchnorm) (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.batchnorm) (class in brails.processors.garage_detector.lib.utils.sync_batchnorm.batchnorm) (class in brails.processors.nfloors_detector.lib.utils.sync_batchnorm.batchnorm) SyncMaster (class in brails.processors.chimney_detector.lib.utils.sync_batchnorm.comm) (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.comm) (class in brails.processors.garage_detector.lib.utils.sync_batchnorm.comm) (class in brails.processors.nfloors_detector.lib.utils.sync_batchnorm.comm)

T

template (brails.processors.vlm_image_classifier.CLIPClassifier.CLIPClassifier attribute) TensorDataset (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.dataset) test() (in module brails.processors.foundation_classifier.npid.npid_models.resnet_cifar) (in module brails.processors.year_built_classifier.lib.utils) test_list (brails.processors.foundation_classifier.npid.npid_datasets.cifar.CIFAR100Instance attribute) (brails.processors.foundation_classifier.npid.npid_datasets.CIFAR100Instance attribute) test_softlabels() (in module brails.processors.year_built_classifier.lib.utils) test_transforms (brails.processors.foundation_classifier.foundation_classifier.FoundationElevationClassifier attribute) (brails.processors.year_built_classifier.year_built_classifier.YearBuiltClassifier attribute) TestDataset (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.dataset) text_prompts (brails.processors.street_level_damage_detection.street_level_damage_detection.DamageDetection_StreetLevel attribute) tgz_md5 (brails.processors.foundation_classifier.npid.npid_datasets.cifar.CIFAR100Instance attribute) (brails.processors.foundation_classifier.npid.npid_datasets.CIFAR100Instance attribute) to_json() (brails.inferers.hazus_inferer_flood.hazus_inferer_flood.HazusInfererFlood method) (brails.inferers.hazus_inferer_wind.hazus_inferer_wind.HazusInfererWind method) (brails.inferers.user_inferer.user_inferer.UserInferer method) to_numpy() (brails.processors.vlm_segmenter.segment_anything.utils.amg.MaskData method) to_tensor() (in module brails.processors.foundation_classifier.lib.custom_transforms) (in module brails.processors.foundation_classifier.npid.npid_lib.custom_transforms)

tokenize() (in module brails.processors.vlm_image_classifier.clip.clip) TorchTestCase (class in brails.processors.chimney_detector.lib.utils.sync_batchnorm.unittest) (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.modules.unittest) (class in brails.processors.garage_detector.lib.utils.sync_batchnorm.unittest) (class in brails.processors.nfloors_detector.lib.utils.sync_batchnorm.unittest) train() (brails.processors.image_classifier.image_classifier.ImageClassifier method) (brails.processors.image_segmenter.image_segmenter.ImageSegmenter method) (in module brails.processors.foundation_classifier.npid.main) train_data_dir (brails.processors.image_segmenter.image_segmenter.ImageSegmenter attribute) train_list (brails.processors.foundation_classifier.npid.npid_datasets.cifar.CIFAR100Instance attribute) (brails.processors.foundation_classifier.npid.npid_datasets.CIFAR100Instance attribute) train_weights (brails.processors.year_built_classifier.lib.datasets.YearBuiltFolder attribute) TrainDataset (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.dataset) transform (brails.processors.foundation_classifier.utils.Datasets.Foundation_Type_Testset attribute) Transformer (class in brails.processors.vlm_image_classifier.clip.model) transforms (brails.processors.year_built_classifier.lib.datasets.YearBuiltFolder attribute) TwoWayAttentionBlock (class in brails.processors.vlm_segmenter.segment_anything.modeling.transformer) TwoWayTransformer (class in brails.processors.vlm_segmenter.segment_anything.modeling.transformer)

U

uncrop_boxes_xyxy() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) uncrop_masks() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) uncrop_points() (in module brails.processors.vlm_segmenter.segment_anything.utils.amg) unique() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils) unit_valid() (brails.utils.unit_converter.UnitConverter static method) UnitConverter (class in brails.utils.unit_converter) update() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils.AverageMeter method) (brails.processors.foundation_classifier.lib.utils.AverageMeter method) (brails.processors.foundation_classifier.npid.npid_lib.utils.AverageMeter method) update_filename() (brails.types.image_set.Image method) update_inventory() (brails.imputers.knn_imputer.knn_imputer.KnnImputer method) update_properties() (brails.types.image_set.Image method)

update_world_realization() (brails.types.asset_inventory.AssetInventory method) UPerNet (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models) url (brails.processors.foundation_classifier.npid.npid_datasets.cifar.CIFAR100Instance attribute) (brails.processors.foundation_classifier.npid.npid_datasets.CIFAR100Instance attribute) USA_FootprintScraper (class in brails.scrapers.usa_footprint_scraper.usa_footprint_scraper) user_inferer() (in module brails.inferers.user_inferer.content_value_inferer) (in module brails.inferers.user_inferer.floor_area_inferer) user_scattered_collate() (in module brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.parallel.data_parallel) UserFootprint (class in brails.scrapers.user_footprints) UserInferer (class in brails.inferers.user_inferer.user_inferer) UserScatteredDataParallel (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.nn.parallel.data_parallel) USGSElevationScraper (class in brails.scrapers.usgs_data_scrapers.usgs_elevation_scraper)

V

ValDataset (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.dataset) validate() (brails.inferers.hazus_inferer_wind.hazus_inferer_wind.HazusInfererWind method) validate_coordinates() (brails.utils.input_validator.InputValidator static method) validate_inventory() (brails.utils.inventory_validator.InventoryValidator static method)

value() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.utils.AverageMeter method) verify_and_download_models() (in module brails.processors.vlm_segmenter.grounded_sam_utils) VisionTransformer (class in brails.processors.vlm_image_classifier.clip.model) VLMSegmenter (class in brails.processors.vlm_segmenter.vlm_segmenter)

W

WeightedRandomSampler (class in brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.lib.utils.data.sampler) weights_init() (brails.processors.foundation_classifier.csail_segmentation_tool.csail_seg.models.models.ModelBuilder static method) whitespace_clean() (in module brails.processors.vlm_image_classifier.clip.simple_tokenizer) width_coefficient (brails.processors.chimney_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.garage_detector.lib.efficientnet.utils.GlobalParams attribute) (brails.processors.nfloors_detector.lib.efficientnet.utils.GlobalParams attribute) window_partition() (in module brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder)

window_unpartition() (in module brails.processors.vlm_segmenter.segment_anything.modeling.image_encoder) WMUH_config() (in module brails.inferers.hazus_inferer_wind.WindWMUHRulesets) work_dir (brails.processors.foundation_classifier.foundation_classifier.FoundationElevationClassifier attribute) (brails.processors.year_built_classifier.year_built_classifier.YearBuiltClassifier attribute) write_dict() (brails.processors.vlm_segmenter.vlm_segmenter.VLMSegmenter method) write_polygon_to_geojson() (brails.utils.geo_tools.GeoTools static method) write_to_geojson() (brails.types.asset_inventory.AssetInventory method) WSF_config() (in module brails.inferers.hazus_inferer_wind.WindWSFRulesets)

X

xmax (brails.filters.house_view.house_view.FilterBoundingBox attribute) (brails.processors.vlm_segmenter.grounded_sam_utils.BoundingBox attribute) xmin (brails.filters.house_view.house_view.FilterBoundingBox attribute) (brails.processors.vlm_segmenter.grounded_sam_utils.BoundingBox attribute)

xyxy (brails.filters.house_view.house_view.FilterBoundingBox property) (brails.processors.vlm_segmenter.grounded_sam_utils.BoundingBox property)

Y

YearBuiltClassifier (class in brails.processors.year_built_classifier.year_built_classifier) YearBuiltFolder (class in brails.processors.year_built_classifier.lib.datasets) ymax (brails.filters.house_view.house_view.FilterBoundingBox attribute) (brails.processors.vlm_segmenter.grounded_sam_utils.BoundingBox attribute)

ymin (brails.filters.house_view.house_view.FilterBoundingBox attribute) (brails.processors.vlm_segmenter.grounded_sam_utils.BoundingBox attribute)