detectionmetrics package

Subpackages

• detectionmetrics.datasets package
  • Submodules
  • detectionmetrics.datasets.dataset module
  • detectionmetrics.datasets.gaia module
    • GaiaImageSegmentationDataset
    • GaiaLiDARSegmentationDataset
    • build_dataset()
  • detectionmetrics.datasets.goose module
    • GOOSEImageSegmentationDataset
    • GOOSELiDARSegmentationDataset
    • build_dataset()
  • detectionmetrics.datasets.rellis3d module
    • Rellis3DImageSegmentationDataset
    • Rellis3DLiDARSegmentationDataset
    • build_dataset()
  • Module contents
• detectionmetrics.models package
  • Submodules
  • detectionmetrics.models.model module
  • detectionmetrics.models.onnx module
    • OnnxImageSegmentationModel
  • detectionmetrics.models.tensorflow module
    • ImageSegmentationTensorflowDataset
      • ImageSegmentationTensorflowDataset.load_data()
      • ImageSegmentationTensorflowDataset.read_image()
    • TensorflowImageSegmentationModel
      • TensorflowImageSegmentationModel.eval()
      • TensorflowImageSegmentationModel.get_computational_cost()
      • TensorflowImageSegmentationModel.inference()
    • crop_center()
    • get_computational_cost()
    • resize_image()
  • detectionmetrics.models.torch module
  • Module contents
• detectionmetrics.utils package
  • Submodules
  • detectionmetrics.utils.conversion module
    • get_ontology_conversion_lut()
    • hex_to_rgb()
    • label_to_rgb()
    • ontology_to_rgb_lut()
  • detectionmetrics.utils.io module
    • extract_wildcard_matches()
    • get_image_mode()
    • read_json()
    • read_txt()
    • read_yaml()
    • write_json()
  • detectionmetrics.utils.segmentation_metrics module
    • SegmentationMetricsFactory
      • SegmentationMetricsFactory.METRIC_NAMES
      • SegmentationMetricsFactory.get_accuracy()
      • SegmentationMetricsFactory.get_averaged_metric()
      • SegmentationMetricsFactory.get_confusion_matrix()
      • SegmentationMetricsFactory.get_f1_score()
      • SegmentationMetricsFactory.get_fn()
      • SegmentationMetricsFactory.get_fp()
      • SegmentationMetricsFactory.get_iou()
      • SegmentationMetricsFactory.get_metric_names()
      • SegmentationMetricsFactory.get_metric_per_name()
      • SegmentationMetricsFactory.get_precision()
      • SegmentationMetricsFactory.get_recall()
      • SegmentationMetricsFactory.get_tn()
      • SegmentationMetricsFactory.get_tp()
      • SegmentationMetricsFactory.update()
    • get_metrics_dataframe()
  • Module contents

Module contents