Source Code

• utilities
  • annotations module
    • Point
    • BoundingBox
      • BoundingBox.category
      • BoundingBox.left
      • BoundingBox.top
      • BoundingBox.right
      • BoundingBox.bottom
      • BoundingBox.from_yolo()
      • BoundingBox.from_coco()
      • BoundingBox.validate_box_values()
      • BoundingBox.center
      • BoundingBox.box
      • BoundingBox.set_box()
      • BoundingBox.to_yolo()
    • Keypoint
      • Keypoint.keypoint
      • Keypoint.bounding_box
      • Keypoint.from_yolo()
      • Keypoint.validate_keypoint()
      • Keypoint.category
      • Keypoint.center
      • Keypoint.box
      • Keypoint.set_box_and_keypoint()
      • Keypoint.set_box()
      • Keypoint.set_keypoint()
      • Keypoint.to_yolo()
  • detections module
    • Detection
      • Detection.annotation
      • Detection.confidence
      • Detection.annotation
      • Detection.confidence
  • detection_reassembly module
    • compute_area()
    • compute_intersection_area()
    • intersection_over_minimum()
    • intersection_over_union()
    • non_maximum_suppression()
    • untile_detections()
  • image_conversion module
    • pil_to_cv2()
    • cv2_to_pil()
  • tiling module
    • tile_image()
    • validate_tile_parameters()
    • generate_tile_coordinates()
    • tile_annotations()
    • get_annotations_in_tile()
    • correct_annotation_coords()
• image_registration
  • homography module
    • homography_transform()
• object_detection_models
  • object_detection_model module
    • ObjectDetectionModel
      • ObjectDetectionModel.from_weights_path()
      • ObjectDetectionModel.from_model()
  • ultralytics_yolov8 module
    • UltralyticsYOLOv8
      • UltralyticsYOLOv8.model
      • UltralyticsYOLOv8.from_weights_path()
      • UltralyticsYOLOv8.from_model()
      • UltralyticsYOLOv8.yolov8_results_to_detections()