facebookresearch / facebookresearch/sam3
Wrong prediction for absolute vs relative points
- Dominant language
- Python
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- 11.7k
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Description
When using relative points in the sam3_for_sam2_video_task_example Notebook the prediction for the first frame is fine. When using absolute points and rel_coordinates = False, the prediction is somewhere else (not anywhere on the object with the prompt).
I also noticed it for my example that I implemented without the notebook, and for the box prompts it is the same problem (first prediction not even in proximity to the box).
Contributor guide
Research direction
Start with the sam3_for_sam2_video_task_example Notebook and reproduce the first-frame prediction using relative points, absolute points with rel_coordinates = False, and box prompts. Compare where each prompt is placed against the resulting prediction; done means absolute point and box prompts produce first-frame predictions on or near the prompted object.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- jupyter-notebook, python
- Domain
- computer-vision, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100