detectionmetrics package

Subpackages

• detectionmetrics.datasets package
  • Submodules
  • detectionmetrics.datasets.dataset module
    • ImageSegmentationDataset
      • ImageSegmentationDataset.export()
      • ImageSegmentationDataset.get_label_count()
      • ImageSegmentationDataset.make_fname_global()
      • ImageSegmentationDataset.read_label()
    • LiDARSegmentationDataset
      • LiDARSegmentationDataset.export()
      • LiDARSegmentationDataset.make_fname_global()
      • LiDARSegmentationDataset.read_label()
      • LiDARSegmentationDataset.read_points()
    • SegmentationDataset
      • SegmentationDataset.append()
      • SegmentationDataset.get_label_count()
      • SegmentationDataset.make_fname_global()
  • 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
    • ImageSegmentationModel
      • ImageSegmentationModel.eval()
      • ImageSegmentationModel.inference()
    • LiDARSegmentationModel
      • LiDARSegmentationModel.eval()
      • LiDARSegmentationModel.inference()
    • SegmentationModel
      • SegmentationModel.eval()
      • SegmentationModel.get_computational_cost()
      • SegmentationModel.get_lut_ontology()
      • SegmentationModel.inference()
  • 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()
    • get_computational_cost()
    • resize_image()
  • detectionmetrics.models.torch module
    • CustomResize
      • CustomResize.forward()
    • ImageSegmentationTorchDataset
    • LiDARSegmentationTorchDataset
    • TorchImageSegmentationModel
      • TorchImageSegmentationModel.eval()
      • TorchImageSegmentationModel.get_computational_cost()
      • TorchImageSegmentationModel.inference()
    • TorchLiDARSegmentationModel
      • TorchLiDARSegmentationModel.eval()
      • TorchLiDARSegmentationModel.get_computational_cost()
      • TorchLiDARSegmentationModel.inference()
    • data_to_device()
    • get_computational_cost()
    • get_data_shape()
    • unsqueeze_data()
  • 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.metrics module
    • MetricsFactory
      • MetricsFactory.METRIC_NAMES
      • MetricsFactory.get_accuracy()
      • MetricsFactory.get_averaged_metric()
      • MetricsFactory.get_confusion_matrix()
      • MetricsFactory.get_f1_score()
      • MetricsFactory.get_fn()
      • MetricsFactory.get_fp()
      • MetricsFactory.get_iou()
      • MetricsFactory.get_metric_names()
      • MetricsFactory.get_metric_per_name()
      • MetricsFactory.get_precision()
      • MetricsFactory.get_recall()
      • MetricsFactory.get_tn()
      • MetricsFactory.get_tp()
      • MetricsFactory.update()
    • get_metrics_dataframe()
  • Module contents

Module contents