Fix: Add missing imports and URL image loading in example code
Description
This PR fixes runtime errors in the example code of the model card.
Changes
Added missing imports:
import numpy as np
import torch
import torch.nn.functional as F
import requests
from io import BytesIODefined missing variable:
model_input_size = [1024, 1024]Replaced Image.open(image_path) with code that properly loads images from a URL:
response = requests.get(image_path)
orig_image = Image.open(BytesIO(response.content))
Testing
The code has been successfully tested and runs without error.
Note
This contribution is part of an ongoing research initiative to systematically identify and correct faulty example code in Hugging Face Model Cards.
We would appreciate a timely review and integration of this patch to support code reliability and enhance reproducibility for downstream users.