google-research / google-research/augmix
Use combined with Object Detection
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- Dominant language
- Python
- Stars
- 988
- Forks
- 156
- PR merge metrics
- No merged PRs in 30d
Description
Is it possible a ease-to-use/integration with object detection model like DETR ? I mean, if AugMix works only over the image so the bounding boxes wont be touched and no extra manipulations gonna be required for bounding boxes. Could you give me any hint, please.
Contributor guide
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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.
- Open a pull request that references the issue number.
Research direction
No file, test, or entry point is named. Start by reading how AugMix transforms images and how a DETR object-detection pipeline supplies bounding boxes; clarify the intended integration and validation. Done would require an agreed implementation scope and evidence that image augmentation leaves box handling correct.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100