imcropboxes

imcropboxes(img: np.ndarray, boxes: Union[Box, np.ndarray], use_pad: bool = False) -> List[np.ndarray]

• Description: Crops the input image using multiple provided bounding boxes.

• Parameters

  • img (np.ndarray): The input image to crop.
  • boxes (Union[Boxes, np.ndarray]): The cropping boxes. The input can be a custom Boxes object from Capybara, defined as a list of Box objects, or a NumPy array with the same format.
  • use_pad (bool): Whether to use padding for out-of-bounds areas. If set to True, the outer regions will be padded with zeros. Default is False.

• Returns

  • List[np.ndarray]: A list of cropped images.

• Example

  import capybara as cb
  
  # Using custom Box objects
  img = cb.imread('lena.png')
  box1 = cb.Box([50, 50, 200, 200], box_mode='xyxy')
  box2 = cb.Box([50, 50, 100, 100], box_mode='xyxy')
  boxes = cb.Boxes([box1, box2])
  cropped_imgs = cb.imcropboxes(img, boxes, use_pad=True)
  
  # Resize the cropped image to the original size for visualization
  cropped_img = cb.imresize(cropped_img, [img.shape[0], img.shape[1]])