Index

A

add_config() (in module artus.inference.config) (in module artus.train.config) add_logs_path_to_config() (in module artus.train.train) add_predictions_to_dataset() (in module artus.inference.predict) affine_transform() (artus.spatialize.GeoCOCOExporter.GeoCOCOExporter method) after_step() (artus.train.validation_hook.LossEvalHook method) apply_nms() (in module artus.inference.predict) artus module artus.evaluate_model module artus.evaluate_model.coco_stats module artus.evaluate_model.evaluate module artus.evaluate_model.write_eval_results module artus.inference module artus.inference.config module artus.inference.deploy_unlabeled_dataset module artus.inference.predict module artus.prepare module

artus.prepare.coco_splitting module artus.prepare.crs_settings module artus.prepare.transform_geojson_to_coco module artus.spatialize module artus.spatialize.GeoCOCOExporter module artus.spatialize.GeoFiftyoneExporter module artus.spatialize.LocationImporter module artus.train module artus.train.build_trainer module artus.train.config module artus.train.data_augmentation module artus.train.train module artus.train.validation_hook module

B

batch_size (artus.prepare.coco_splitting.COCOSplitter attribute) build_evaluator() (artus.train.build_trainer.MyTrainer class method) build_hooks() (artus.train.build_trainer.MyTrainer method)

build_predictor() (in module artus.inference.predict) build_test_loader() (artus.train.build_trainer.MyTrainer class method) build_train_loader() (artus.train.build_trainer.MyTrainer class method)

C

check_crs() (in module artus.prepare.crs_settings) check_csv_exists() (artus.evaluate_model.write_eval_results.ModelsMetricsFormat method) check_logs() (in module artus.inference.config) close() (artus.spatialize.GeoFiftyoneExporter.GeoFiftyoneExporter method) coco2gdf() (artus.spatialize.GeoCOCOExporter.GeoCOCOExporter method) coco_path (artus.evaluate_model.coco_stats.COCOStats attribute) (artus.prepare.coco_splitting.COCOSplitter attribute) (artus.spatialize.GeoCOCOExporter.GeoCOCOExporter attribute) coco_test_name (artus.prepare.coco_splitting.COCOSplitter attribute)

coco_train_name (artus.prepare.coco_splitting.COCOSplitter attribute) coco_val_name (artus.prepare.coco_splitting.COCOSplitter attribute) COCOSplitter (class in artus.prepare.coco_splitting) COCOStats (class in artus.evaluate_model.coco_stats) create_or_load_dataset() (in module artus.inference.deploy_unlabeled_dataset) create_train_test_val_datasets() (artus.prepare.coco_splitting.COCOSplitter method) crop_mask() (in module artus.inference.predict) csv_metrics_path (artus.evaluate_model.write_eval_results.ModelsMetricsPlots attribute) csv_name (artus.evaluate_model.write_eval_results.ModelsMetricsFormat attribute) custom_mapper() (in module artus.train.data_augmentation)

D

dest_name (artus.spatialize.GeoCOCOExporter.GeoCOCOExporter attribute) (artus.spatialize.GeoFiftyoneExporter.GeoFiftyoneExporter attribute)

dest_path (artus.spatialize.GeoCOCOExporter.GeoCOCOExporter attribute)

E

epsg_code (artus.spatialize.GeoCOCOExporter.GeoCOCOExporter attribute) (artus.spatialize.GeoFiftyoneExporter.GeoFiftyoneExporter attribute) eval_results (artus.evaluate_model.write_eval_results.ModelsMetricsFormat attribute) evaluate_model() (in module artus.evaluate_model.evaluate) export() (artus.spatialize.GeoCOCOExporter.GeoCOCOExporter method) export_dir (artus.evaluate_model.write_eval_results.ModelsMetricsFormat attribute) (artus.evaluate_model.write_eval_results.ModelsMetricsPlots attribute) (artus.prepare.coco_splitting.COCOSplitter attribute) (artus.spatialize.GeoFiftyoneExporter.GeoFiftyoneExporter attribute)

export_plots() (artus.evaluate_model.write_eval_results.ModelsMetricsPlots method) export_sample() (artus.spatialize.GeoFiftyoneExporter.GeoFiftyoneExporter method) export_stats() (artus.evaluate_model.coco_stats.COCOStats method)

F

filter_confidence_labels() (in module artus.inference.predict)

filter_small_predictions() (in module artus.inference.predict)

G

GeoCOCOExporter (class in artus.spatialize.GeoCOCOExporter) GeoFiftyoneExporter (class in artus.spatialize.GeoFiftyoneExporter) geojson_to_coco() (in module artus.prepare.transform_geojson_to_coco)

get_class_stats() (artus.evaluate_model.coco_stats.COCOStats method) get_nb_images() (artus.evaluate_model.coco_stats.COCOStats method) get_transform() (artus.spatialize.GeoCOCOExporter.GeoCOCOExporter method)

I

import_csv_locations() (in module artus.spatialize.LocationImporter)

L

label_cls (artus.spatialize.GeoFiftyoneExporter.GeoFiftyoneExporter property) label_type (artus.spatialize.GeoFiftyoneExporter.GeoFiftyoneExporter attribute)

log_collection() (artus.spatialize.GeoFiftyoneExporter.GeoFiftyoneExporter method) LossEvalHook (class in artus.train.validation_hook)

M

min_nb_occurrences (artus.evaluate_model.coco_stats.COCOStats attribute) (artus.prepare.coco_splitting.COCOSplitter attribute) ModelsMetricsFormat (class in artus.evaluate_model.write_eval_results) ModelsMetricsPlots (class in artus.evaluate_model.write_eval_results) module artus artus.evaluate_model artus.evaluate_model.coco_stats artus.evaluate_model.evaluate artus.evaluate_model.write_eval_results artus.inference artus.inference.config artus.inference.deploy_unlabeled_dataset artus.inference.predict artus.prepare artus.prepare.coco_splitting artus.prepare.crs_settings artus.prepare.transform_geojson_to_coco artus.spatialize artus.spatialize.GeoCOCOExporter artus.spatialize.GeoFiftyoneExporter artus.spatialize.LocationImporter artus.train artus.train.build_trainer artus.train.config artus.train.data_augmentation artus.train.train artus.train.validation_hook

MyTrainer (class in artus.train.build_trainer)

P

plot_metrics() (artus.evaluate_model.write_eval_results.ModelsMetricsPlots method) plot_name (artus.evaluate_model.write_eval_results.ModelsMetricsPlots attribute) predict() (in module artus.inference.predict)

predict_on_sample() (in module artus.inference.predict) process_coco() (artus.evaluate_model.coco_stats.COCOStats method) process_csv() (artus.evaluate_model.write_eval_results.ModelsMetricsPlots method)

R

read_config() (in module artus.train.config) requires_image_metadata (artus.spatialize.GeoFiftyoneExporter.GeoFiftyoneExporter property)

rm_min_classes() (in module artus.evaluate_model.coco_stats) rm_tiles_without_annot() (in module artus.evaluate_model.coco_stats)

S

sample_dir (artus.spatialize.GeoCOCOExporter.GeoCOCOExporter attribute) session (artus.evaluate_model.write_eval_results.ModelsMetricsFormat attribute)

setup() (artus.spatialize.GeoFiftyoneExporter.GeoFiftyoneExporter method) shapely_polygons() (artus.spatialize.GeoFiftyoneExporter.GeoFiftyoneExporter method) split_coco() (artus.prepare.coco_splitting.COCOSplitter method)

T

test_pct (artus.prepare.coco_splitting.COCOSplitter attribute) title (artus.evaluate_model.write_eval_results.ModelsMetricsPlots attribute)

to_pandas() (artus.evaluate_model.write_eval_results.ModelsMetricsFormat method) train_model() (in module artus.train.train) train_pct (artus.prepare.coco_splitting.COCOSplitter attribute)

V

val_pct (artus.prepare.coco_splitting.COCOSplitter attribute)

W

write_to_csv() (artus.evaluate_model.write_eval_results.ModelsMetricsFormat method)