Index A | B | C | D | E | F | G | I | K | L | M | N | O | P | R | S | T | V | W | Y A Accuracy (class in milliontrees.common.metrics.all_metrics) agg_metric_field (milliontrees.common.metrics.all_metrics.DetectionMAP property) (milliontrees.common.metrics.metric.ElementwiseMetric property) (milliontrees.common.metrics.metric.Metric property) avg_over_groups() (in module milliontrees.common.utils) B binary_logits_to_pred() (in module milliontrees.common.metrics.all_metrics) binary_logits_to_score() (in module milliontrees.common.metrics.all_metrics) C calculate_md5() (in module milliontrees.datasets.download_utils) check() (in module milliontrees.version) check_init() (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset method) check_integrity() (in module milliontrees.datasets.download_utils) check_md5() (in module milliontrees.datasets.download_utils) check_version() (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset method) collate (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) CombinatorialGrouper (class in milliontrees.common.grouper) compute() (milliontrees.common.metrics.metric.Metric method) compute_element_wise() (milliontrees.common.metrics.metric.ElementwiseMetric method) compute_flattened() (milliontrees.common.metrics.metric.ElementwiseMetric method) (milliontrees.common.metrics.metric.MultiTaskMetric method) compute_group_wise() (milliontrees.common.metrics.metric.Metric method) compute_polygon_mask_elementwise_batch() (in module milliontrees.common.metrics.all_metrics) CountingError (class in milliontrees.common.metrics.all_metrics) create_polygon_mask() (milliontrees.datasets.TreePolygons.TreePolygonsDataset method) D data_dir (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) dataset_exists_locally() (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset method) dataset_name (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) DEFAULT_SOURCE_DOMAIN_SPLITS (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset attribute) DEFAULT_SPLIT_NAMES (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset attribute) DEFAULT_SPLITS (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset attribute) detection_map_backend() (in module milliontrees.common.metrics.all_metrics) DetectionAccuracy (class in milliontrees.common.metrics.all_metrics) DetectionMAP (class in milliontrees.common.metrics.all_metrics) download_and_extract_archive() (in module milliontrees.datasets.download_utils) download_dataset() (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset method) download_file_from_google_drive() (in module milliontrees.datasets.download_utils) download_url() (in module milliontrees.datasets.download_utils) DummyMetric (class in milliontrees.common.metrics.all_metrics) E ElementwiseLoss (class in milliontrees.common.metrics.loss) ElementwiseMetric (class in milliontrees.common.metrics.metric) eval() (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset method) (milliontrees.datasets.milliontrees_dataset.MillionTreesSubset method) (milliontrees.datasets.TreeBoxes.TreeBoxesDataset method) (milliontrees.datasets.TreePoints.TreePointsDataset method) (milliontrees.datasets.TreePolygons.TreePolygonsDataset method) extract_archive() (in module milliontrees.datasets.download_utils) F F1 (class in milliontrees.common.metrics.all_metrics) format_eval_results() (in module milliontrees.common.utils) G gen_bar_updater() (in module milliontrees.datasets.download_utils) get_annotation_from_filename() (milliontrees.datasets.TreePoints.TreePointsDataset method) get_counts() (in module milliontrees.common.utils) get_dataset() (in module milliontrees.get_dataset) get_eval_loader() (in module milliontrees.common.data_loaders) get_input() (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset method) (milliontrees.datasets.TreeBoxes.TreeBoxesDataset method) (milliontrees.datasets.TreePoints.TreePointsDataset method) (milliontrees.datasets.TreePolygons.TreePolygonsDataset method) get_subset() (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset method) get_train_loader() (in module milliontrees.common.data_loaders) get_tree_coverage_mask() (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset method) group_count_field() (milliontrees.common.metrics.metric.Metric method) group_field_str() (milliontrees.common.grouper.CombinatorialGrouper method) (milliontrees.common.grouper.Grouper method) group_metric_field() (milliontrees.common.metrics.metric.Metric method) group_str() (milliontrees.common.grouper.CombinatorialGrouper method) (milliontrees.common.grouper.Grouper method) Grouper (class in milliontrees.common.grouper) GroupSampler (class in milliontrees.common.data_loaders) I initialize_data_dir() (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset method) is_detection (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) iterable_to_str() (in module milliontrees.datasets.download_utils) K KeypointAccuracy (class in milliontrees.common.metrics.all_metrics) KeypointMergeCommissionMetric (class in milliontrees.common.metrics.all_metrics) L latest_version (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) list_dir() (in module milliontrees.datasets.download_utils) list_files() (in module milliontrees.datasets.download_utils) Loss (class in milliontrees.common.metrics.loss) M main() (in module milliontrees.download_datasets) make_mean_average_precision() (in module milliontrees.common.metrics.all_metrics) map_to_id_array() (in module milliontrees.common.utils) MaskAccuracy (class in milliontrees.common.metrics.all_metrics) MaskAwareDetectionPrecision (class in milliontrees.common.metrics.all_metrics) MaskAwareKeypointPrecision (class in milliontrees.common.metrics.all_metrics) MaskAwareMaskPrecision (class in milliontrees.common.metrics.all_metrics) maximum() (in module milliontrees.common.utils) MergeCommissionMetric (class in milliontrees.common.metrics.all_metrics) metadata_array (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) (milliontrees.datasets.milliontrees_dataset.MillionTreesSubset property) metadata_fields (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) metadata_map (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) metadata_to_group() (milliontrees.common.grouper.CombinatorialGrouper method) (milliontrees.common.grouper.Grouper method) Metric (class in milliontrees.common.metrics.metric) milliontrees module milliontrees.common module milliontrees.common.data_loaders module milliontrees.common.grouper module milliontrees.common.metrics module milliontrees.common.metrics.all_metrics module milliontrees.common.metrics.loss module milliontrees.common.metrics.metric module milliontrees.common.utils module milliontrees.datasets module milliontrees.datasets.download_utils module milliontrees.datasets.milliontrees_dataset module milliontrees.datasets.TreeBoxes module milliontrees.datasets.TreePoints module milliontrees.datasets.TreePolygons module milliontrees.download_datasets module milliontrees.get_dataset module milliontrees.version module MillionTreesDataset (class in milliontrees.datasets.milliontrees_dataset) MillionTreesSubset (class in milliontrees.datasets.milliontrees_dataset) minimum() (in module milliontrees.common.utils) module milliontrees milliontrees.common milliontrees.common.data_loaders milliontrees.common.grouper milliontrees.common.metrics milliontrees.common.metrics.all_metrics milliontrees.common.metrics.loss milliontrees.common.metrics.metric milliontrees.common.utils milliontrees.datasets milliontrees.datasets.download_utils milliontrees.datasets.milliontrees_dataset milliontrees.datasets.TreeBoxes milliontrees.datasets.TreePoints milliontrees.datasets.TreePolygons milliontrees.download_datasets milliontrees.get_dataset milliontrees.version MSE (class in milliontrees.common.metrics.all_metrics) mse_loss() (in module milliontrees.common.metrics.all_metrics) multiclass_logits_to_pred() (in module milliontrees.common.metrics.all_metrics) MultiTaskAccuracy (class in milliontrees.common.metrics.all_metrics) MultiTaskAveragePrecision (class in milliontrees.common.metrics.all_metrics) MultiTaskLoss (class in milliontrees.common.metrics.loss) MultiTaskMetric (class in milliontrees.common.metrics.metric) N n_classes (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) n_groups (milliontrees.common.grouper.Grouper property) name (milliontrees.common.metrics.metric.Metric property) numel() (in module milliontrees.common.utils) O original_resolution (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) P PearsonCorrelation (class in milliontrees.common.metrics.all_metrics) PrecisionAtRecall (class in milliontrees.common.metrics.all_metrics) pseudolabel_binary_logits() (in module milliontrees.common.metrics.all_metrics) pseudolabel_detection() (in module milliontrees.common.metrics.all_metrics) pseudolabel_detection_discard_empty() (in module milliontrees.common.metrics.all_metrics) pseudolabel_identity() (in module milliontrees.common.metrics.all_metrics) pseudolabel_multiclass_logits() (in module milliontrees.common.metrics.all_metrics) R Recall (class in milliontrees.common.metrics.all_metrics) S shuffle_arr() (in module milliontrees.common.utils) source_domain_splits (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) SOURCE_GSD (milliontrees.datasets.TreePoints.TreePointsDataset attribute) split_array (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) (milliontrees.datasets.milliontrees_dataset.MillionTreesSubset property) split_dict (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) split_into_groups() (in module milliontrees.common.utils) split_names (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) split_scheme (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) standard_eval() (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset static method) standard_group_eval() (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset static method) subsample_idxs() (in module milliontrees.common.utils) T threshold_at_recall() (in module milliontrees.common.utils) TRAIN_ONLY_SOURCES (milliontrees.datasets.TreePoints.TreePointsDataset attribute) TreeBoxesDataset (class in milliontrees.datasets.TreeBoxes) TreePointsDataset (class in milliontrees.datasets.TreePoints) TreePolygonsDataset (class in milliontrees.datasets.TreePolygons) V verify_str_arg() (in module milliontrees.datasets.download_utils) version (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) versions_dict (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) W worst() (milliontrees.common.metrics.all_metrics.Accuracy method) (milliontrees.common.metrics.all_metrics.CountingError method) (milliontrees.common.metrics.all_metrics.DetectionAccuracy method) (milliontrees.common.metrics.all_metrics.DetectionMAP method) (milliontrees.common.metrics.all_metrics.DummyMetric method) (milliontrees.common.metrics.all_metrics.F1 method) (milliontrees.common.metrics.all_metrics.KeypointAccuracy method) (milliontrees.common.metrics.all_metrics.KeypointMergeCommissionMetric method) (milliontrees.common.metrics.all_metrics.MaskAccuracy method) (milliontrees.common.metrics.all_metrics.MaskAwareDetectionPrecision method) (milliontrees.common.metrics.all_metrics.MaskAwareKeypointPrecision method) (milliontrees.common.metrics.all_metrics.MaskAwareMaskPrecision method) (milliontrees.common.metrics.all_metrics.MergeCommissionMetric method) (milliontrees.common.metrics.all_metrics.MultiTaskAccuracy method) (milliontrees.common.metrics.all_metrics.MultiTaskAveragePrecision method) (milliontrees.common.metrics.all_metrics.PearsonCorrelation method) (milliontrees.common.metrics.all_metrics.PrecisionAtRecall method) (milliontrees.common.metrics.all_metrics.Recall method) (milliontrees.common.metrics.loss.ElementwiseLoss method) (milliontrees.common.metrics.loss.Loss method) (milliontrees.common.metrics.loss.MultiTaskLoss method) (milliontrees.common.metrics.metric.ElementwiseMetric method) (milliontrees.common.metrics.metric.Metric method) worst_group_metric_field (milliontrees.common.metrics.metric.Metric property) Y y_array (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property) (milliontrees.datasets.milliontrees_dataset.MillionTreesSubset property) y_size (milliontrees.datasets.milliontrees_dataset.MillionTreesDataset property)