# pixmo_points_pointing Download images directly from the URLs in the JSONL `image` fields under each source site's terms. The accompanying `image_sha256` field contains the original image-byte SHA-256 from [the upstream PixMo metadata](https://huggingface.co/datasets/allenai/pixmo-points). Compare the downloaded bytes against this hash to check that the image matches.