Hi danielgatis,
I want to put u2net in my project path not system /.u2net/*. How can i specific u2net in my /myprojects/model path.
Please help. Thanks!
Remove the background from an input image.
This function takes in various parameters and returns a modified version of the input image with the background removed. The function can handle input data in the form of bytes, a PIL image, or a numpy array. The function first checks the type of the input data and converts it to a PIL image if necessary. It then fixes the orientation of the image and proceeds to perform background removal using the 'u2net' model. The result is a list of binary masks representing the foreground objects in the image. These masks are post-processed and combined to create a final cutout image. If a background color is provided, it is applied to the cutout image. The function returns the resulting cutout image in the format specified by the input 'return_type' parameter.
Parameters:
data (Union[bytes, PILImage, np.ndarray]): The input image data.
alpha_matting (bool, optional): Flag indicating whether to use alpha matting. Defaults to False.
alpha_matting_foreground_threshold (int, optional): Foreground threshold for alpha matting. Defaults to 240.
alpha_matting_background_threshold (int, optional): Background threshold for alpha matting. Defaults to 10.
alpha_matting_erode_size (int, optional): Erosion size for alpha matting. Defaults to 10.
session (Optional[BaseSession], optional): A session object for the 'u2net' model. Defaults to None.
only_mask (bool, optional): Flag indicating whether to return only the binary masks. Defaults to False.
post_process_mask (bool, optional): Flag indicating whether to post-process the masks. Defaults to False.
bgcolor (Optional[Tuple[int, int, int, int]], optional): Background color for the cutout image. Defaults to None.
*args (Optional[Any]): Additional positional arguments.
**kwargs (Optional[Any]): Additional keyword arguments.
Returns:
Union[bytes, PILImage, np.ndarray]: The cutout image with the background removed.
Hi danielgatis, I want to put u2net in my project path not system /.u2net/*. How can i specific u2net in my /myprojects/model path. Please help. Thanks!