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This repo is CC3M's unofficial huggingface repo. However, for the large picture, we process it as follow and then upload:

if pil_image.width > 1024 or pil_image.height > 1024:
    pil_image = pil_image.resize((1024, 1024), Image.BICUBIC)
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