1adrianb / 1adrianb/face-alignment
landmark stability on video frames
- Dominant language
- Python
- Stars
- 7.5k
- Forks
- 1.4k
- PR merge metrics
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Description
Hi, is there a way to stabilize the landmarks for subsequent video frames? The landmarks move quite a bit, even when there is no face movement in the video. They "jump around" by ~10 pixel.
Where does this behavior come from?
Contributor guide
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Research direction
The issue is about landmark jitter in video frames. Start by looking at the video processing pipeline, likely in the main inference module. Check if there is temporal smoothing or tracking logic. Run the library on a sample video to observe the jitter. 'Done' means proposing a stabilization method, which requires understanding the model's frame-by-frame predictions.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- computer-vision
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100