pybboxes

from pybboxes import BoundingBox from pybboxes.functional import bbox_iou # Example coordinates: (x_min, y_min, x_max, y_max) voc_bbox_values = (10, 20, 100, 120) image_size = (640, 480) # (width, height) # Create a BoundingBox object from Pascal VOC format # 'strict=False' is the default since v0.1.5, allowing out-of-bounds boxes bbox1 = BoundingBox(voc_bbox_values, image_size=image_size, from_type="voc") print(f"Original VOC (bbox1): {bbox1.values}") print(f"Normalized (bbox1): {bbox1.to_yolo().values}") # Convert to another format, e.g., YOLO yolo_bbox = bbox1.to_yolo() print(f"Converted YOLO (bbox1): {yolo_bbox.values}") print(f"Type: {yolo_bbox.box_type}") # Perform a functional operation, e.g., Intersection over Union (IoU) # Note: functional methods moved to pybboxes.functional in v0.1.0 bbox2_values = (15, 25, 105, 115) bbox2 = BoundingBox(bbox2_values, image_size=image_size, from_type="voc") iou = bbox_iou(bbox1, bbox2) print(f"IoU between bbox1 and bbox2: {iou:.4f}") # Example of scaling and clamping scaled_bbox = bbox1.scale(scale=1.2) print(f"Scaled bbox1 (1.2x): {scaled_bbox.values}") clamped_bbox = scaled_bbox.clamp() print(f"Clamped scaled bbox1 (to {image_size}): {clamped_bbox.values}")