Megvii-BaseDetection / Megvii-BaseDetection/BEVDepth
MatrixVT exps
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- Dominant language
- Python
- Stars
- 881
- Forks
- 124
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Description
Hi,
replace "bev_depth_lss_r50_256x704_128x128_20e_cbgs_2key_da_ema.py" with "MatrixVT",
after 32 epochs' training,
got AP 0.3243 and NDS 0.4091 on val dataset.
What can i do to improve, Thank you.
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
Start by locating the referenced bev_depth_lss_r50_256x704_128x128_20e_cbgs_2key_da_ema.py configuration and reviewing how the MatrixVT experiment replaces it. Reproduce the reported 32-epoch validation result, then establish a specific improvement target and acceptance criteria; the issue does not currently define what change or result would count as done.
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