geowatch.tasks.tracking package

Submodules

• geowatch.tasks.tracking.abstract_classes module
  • TrackFunction
    • TrackFunction.forward()
    • TrackFunction.apply_per_video()
    • TrackFunction.safe_apply()
    • TrackFunction.safe_partition()
    • TrackFunction.safe_union()
  • NoOpTrackFunction
    • NoOpTrackFunction.forward()
  • NewTrackFunction
    • NewTrackFunction.forward()
    • NewTrackFunction.create_tracks()
    • NewTrackFunction.add_tracks_to_dset()
  • WrappedSingleVideoCocoDataset
• geowatch.tasks.tracking.agg_functions module
  • binary()
  • rescaled_binary()
  • probs()
  • rescaled_probs()
  • mean_normalized()
  • frequency_weighted_mean()
• geowatch.tasks.tracking.from_heatmap module
  • DataFrameFilter
    • DataFrameFilter.filter_dataframe()
  • TimePolygonFilter
    • TimePolygonFilter.filter_dataframe()
  • TimeSplitFilter
    • TimeSplitFilter.filter_dataframe()
  • ResponsePolygonFilter
    • ResponsePolygonFilter.filter_dataframe()
  • site_validation()
  • time_aggregated_polys()
  • TimeAggregatedPolysConfig
    • TimeAggregatedPolysConfig.default
    • TimeAggregatedPolysConfig.normalize()
  • CommonTrackFn
    • CommonTrackFn.default
    • CommonTrackFn.normalize()
  • TrackFnWithSV
    • TrackFnWithSV.site_validation
    • TrackFnWithSV.site_validation_span_steps
    • TrackFnWithSV.site_validation_thresh
    • TrackFnWithSV.default
  • TimeAggregatedBAS
    • TimeAggregatedBAS.thresh
    • TimeAggregatedBAS.key
    • TimeAggregatedBAS.agg_fn
    • TimeAggregatedBAS.create_tracks()
    • TimeAggregatedBAS.add_tracks_to_dset()
    • TimeAggregatedBAS.default
  • TimeAggregatedSC
    • TimeAggregatedSC.thresh
    • TimeAggregatedSC.key
    • TimeAggregatedSC.bg_key
    • TimeAggregatedSC.boundaries_as
    • TimeAggregatedSC.create_tracks()
    • TimeAggregatedSC.add_tracks_to_dset()
    • TimeAggregatedSC.default
  • TimeAggregatedSV
    • TimeAggregatedSV.thresh
    • TimeAggregatedSV.key
    • TimeAggregatedSV.boundaries_as
    • TimeAggregatedSV.span_steps
    • TimeAggregatedSV.create_tracks()
    • TimeAggregatedSV.add_tracks_to_dset()
    • TimeAggregatedSV.default
• geowatch.tasks.tracking.from_polygon module
  • MonoTrack
    • MonoTrack.forward()
  • as_shapely_polys()
  • OverlapTrack
    • OverlapTrack.min_overlap
    • OverlapTrack.forward()
    • OverlapTrack.default
• geowatch.tasks.tracking.normalize module
  • dedupe_annots()
  • remove_small_annots()
  • ensure_videos()
  • dedupe_tracks()
  • shapely_round()
  • normalize_phases()
  • dedupe_dates()
  • run_tracking_pipeline()
  • normalize()
• geowatch.tasks.tracking.old_polygon_extraction module
  • FoundNothing
  • PolygonExtractConfig
    • PolygonExtractConfig.default
  • heatmaps_to_polys()
• geowatch.tasks.tracking.phase module
  • viterbi()
  • class_label_smoothing()
  • interpolate()
  • baseline()
  • sort_by_gid()
  • ensure_post()
  • dedupe_background_anns()
  • current_date()
  • phase_prediction_baseline()
• geowatch.tasks.tracking.polygon_extraction module
  • PolygonExtractor
    • PolygonExtractor.predict()
    • PolygonExtractor.predict_polygons()
    • PolygonExtractor.show()
    • PolygonExtractor.draw_intermediate()
    • PolygonExtractor.draw_timesequence()
    • PolygonExtractor.demo()
    • PolygonExtractor.demodata()
  • impute_nans()
  • impute_nans2()
  • FeatureCube
    • FeatureCube.take_channels()
    • FeatureCube.window_max()
    • FeatureCube.demo()
    • FeatureCube.draw()
  • TimeIntervalSequence
    • TimeIntervalSequence.apply_grouping()
    • TimeIntervalSequence.coerce()
  • TimeInterval
    • TimeInterval.start
    • TimeInterval.stop
    • TimeInterval.coerce()
    • TimeInterval.closed()
    • TimeInterval.random()
  • toydata_demo()
  • real_data_demo_case_1()
  • real_data_demo_case_2()
  • real_data_demo_case_3()
  • real_data_demo_case_1_fixed()
  • generate_real_example()
  • LabelMask
    • LabelMask.colorize()
    • LabelMask.resize()
    • LabelMask.demo()
    • LabelMask.to_multi_polygons()
  • coco_make_track_gdf()
  • imread_many()
• geowatch.tasks.tracking.utils module
  • trackid_is_default()
  • check_only_bg()
  • gpd_sort_by_gid()
  • gpd_len()
  • gpd_compute_scores()
  • score_track_polys()
  • score_poly()
  • mask_to_polygons()
• geowatch.tasks.tracking.visualize module
  • visualize_videos()
  • are_bas_dct()
  • viz_track_scores()

Module contents

The Tracking Module For Extracting Polygons from Heatmaps