detectree2 package

Subpackages

• detectree2.data_loading package
  • Submodules
  • detectree2.data_loading.custom module
    • CustomTIFFDataset
      • CustomTIFFDataset.get_detectron_instances()
  • detectree2.data_loading.gdrive module
  • detectree2.data_loading.gdrive_load module
  • detectree2.data_loading.gee_download module
  • detectree2.data_loading.quickstart module
  • Module contents
• detectree2.models package
  • Submodules
  • detectree2.models.evaluation module
    • Feature
      • Feature.get_tuple_coords()
      • Feature.poly_area()
      • Feature.tree_height()
    • GeoFeature
      • GeoFeature.get_tuple_coords()
      • GeoFeature.poly_area()
      • GeoFeature.tree_height()
    • f1_cal()
    • feat_threshold_tests()
    • feat_threshold_tests2()
    • feats_height_filt()
    • find_intersections()
    • get_epsg()
    • get_heights()
    • get_tile_origin()
    • get_tile_width()
    • initialise_feats()
    • initialise_feats2()
    • positives_test()
    • prec_recall()
    • save_feats()
    • site_f1_score()
    • site_f1_score2()
  • detectree2.models.models module
  • detectree2.models.outputs module
    • CRSType
      • CRSType.properties
      • CRSType.type
    • GeoFile
      • GeoFile.crs
      • GeoFile.features
      • GeoFile.type
    • average_polygons()
    • box_filter()
    • box_make()
    • calc_iou()
    • clean_crowns()
    • clean_outputs()
    • clean_predictions()
    • combine_and_average_polygons()
    • filename_geoinfo()
    • load_geopandas_dataframes()
    • normalize_polygon()
    • polygon_from_mask()
    • post_clean()
    • project_to_geojson()
    • stitch_crowns()
    • to_eval_geojson()
  • detectree2.models.predict module
    • predict_on_data()
  • detectree2.models.test module
  • detectree2.models.train module
    • FlexibleDatasetMapper
    • LossEvalHook
      • LossEvalHook.after_step()
      • LossEvalHook.after_train()
    • MyTrainer
      • MyTrainer.build_evaluator()
      • MyTrainer.build_hooks()
      • MyTrainer.build_test_loader()
      • MyTrainer.build_train_loader()
      • MyTrainer.train()
    • combine_dicts()
    • get_classes()
    • get_filenames()
    • get_latest_model_path()
    • get_tree_dicts()
    • load_json_arr()
    • modify_conv1_weights()
    • predictions_on_data()
    • register_test_data()
    • register_train_data()
    • remove_registered_data()
    • setup_cfg()
  • detectree2.models.train_tune module
  • Module contents
• detectree2.preprocessing package
  • Submodules
  • detectree2.preprocessing.crowns module
  • detectree2.preprocessing.tiling module
    • get_features()
    • image_details()
    • is_overlapping_box()
    • load_class_mapping()
    • process_tile()
    • process_tile_ms()
    • process_tile_train()
    • process_tile_train_helper()
    • record_classes()
    • tile_data()
    • to_traintest_folders()
  • Module contents
• detectree2.tests package
  • Submodules
  • detectree2.tests.test_all module
  • detectree2.tests.test_data module
    • TestCase
      • TestCase.test_upper()
  • detectree2.tests.test_evaluation module
    • test_site_f1_score()
    • test_tree_feature()
  • detectree2.tests.test_models module
    • TestCase
      • TestCase.test_detectron2()
  • detectree2.tests.test_predict module
    • TestCase
      • TestCase.test_f1_cal()
      • TestCase.test_prec_recall_func()
      • TestCase.test_predict()
  • detectree2.tests.test_preprocessing module
  • Module contents

Submodules

detectree2.constants module

Module contents