TingsongYu / TingsongYu/PyTorch_Tutorial
CAM Focus Abnormal
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- Dominant language
- Python
- Stars
- 8k
- Forks
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Description
Hello, i run the grad cam on my two projects, one is about face recognition, and the another is about video action recognition.
However, the result image of CAM focus on the corner of the image, it didn't make sense that the recognition foundation of two tasks is from the corner part of the image. Right?
I feel so puzzled about that and could someone response to me? Thanks very much~
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
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Research direction
The issue names no files, tests, or entry points. Start by reproducing Grad-CAM on the face-recognition and video-action-recognition projects, then inspect how each CAM result is generated and why attention appears in the image corner. Done means identifying whether the corner focus is expected or correcting it with evidence from both tasks.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100