jimchen2/clevrer-video-10000

CLEVRER video_10000

• video_10000.mp4: single CLEVRER validation video (480x320, 128 frames @ 25 fps), unmodified from http://data.csail.mit.edu/clevrer/videos/validation/video_validation.zip
• video_10000_7slot_overlay.mp4: side-by-side (original | overlay) of the 7 VideoSAUR slot-attention masks, using the released checkpoint https://huggingface.co/HazelNam/CJEPA/blob/main/clevrer_videosaur_model.ckpt (config clevrer_dinov2_hf.yml, DINOv2-S/14, 196x196 input, 14x14 patch grid, frameskip 1, seed 10042). Colors are slot indices, not object identities.
• clevrer_plot.py: the script that rendered the overlay. Place it at mystuff/clevrer_plot.py in https://github.com/jimchen2/cjepa and run from the repo root:

wget -nc -P ~/Downloads https://huggingface.co/HazelNam/CJEPA/resolve/main/clevrer_videosaur_model.ckpt
wget -nc -P ~/Downloads https://huggingface.co/datasets/jimchen2/clevrer-video-10000/resolve/main/video_10000.mp4
wget -nc -P mystuff https://huggingface.co/datasets/jimchen2/clevrer-video-10000/resolve/main/clevrer_plot.py

PYTHONPATH=. python mystuff/clevrer_plot.py \
  --video ~/Downloads/video_10000.mp4 \
  --checkpoint ~/Downloads/clevrer_videosaur_model.ckpt \
  --config src/third_party/videosaur/configs/videosaur/clevrer_dinov2_hf.yml \
  --output ~/Downloads/video_10000_7slot_overlay.mp4 \
  --side_by_side \
  --device cuda

Requires transformers<5 (the checkpoint uses the 4.x DINOv2 parameter names).

Source dataset: https://clevrer.csail.mit.edu/