1adrianb / 1adrianb/face-alignment
When i use face_alignment.FaceAlignment(face_alignment.LandmarksType.THREE_D, flip_input=False), Why the key point shape of the last picture is (1, 1, 68, 3), and the shape of other images are (1, 1, 68, 2)
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Description
When i use face_alignment.FaceAlignment(face_alignment.LandmarksType.THREE_D, flip_input=False), Why the key point shape of the last picture is (1, 3, 68, 3), and the shape of other images are (1, 1, 68, 3)
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Research direction
Look at the face_alignment.FaceAlignment class and its get_landmarks method. The issue mentions inconsistent output shapes for 3D landmarks. Check the input processing and how the model handles different image batches or the last image in a sequence. Run a small script to reproduce the shape mismatch with a few test images.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- ai, computer-vision
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100