facebookresearch / facebookresearch/detectron2
Issues in Pascal Context GT Visualization
- Dominant language
- Python
- Stars
- 34.7k
- Forks
- 7.9k
- PR merge metrics
- No merged PRs in 30d
Description
Steps to Reproduce the Bug:
1. Full runnable code or changes made:
Refer to the failed pull request: #5391
2. Exact command run:
I executed `tools/visualize_data` and noticed that `visualize.py` in the `utils` folder uses an outdated numpy dtype.
3. Logs or relevant observations:
The image should correspond to train(id: 359), but there is an overflow issue, referencing fly(id: 359-256 = 103) instead.
**Expected Behavior:**
It should handle classes greater than 256, but Pascal Context 459 results in an overflow.
**Environment:**
- Python 3.10
- NumPy 1.22.4
- PyTorch 1.13.1
Contributor guide
Research direction
Run tools/visualize_data and inspect utils/visualize.py, focusing on the outdated NumPy dtype involved in class handling. Verify the visualization for Pascal Context 459, including train(id: 359), and confirm that classes greater than 256 no longer overflow or map to fly(id: 103).
Written by the indexing model from the issue text.
Assessment
- Tech stack
- numpy, python, pytorch
- Domain
- computer-vision, data-visualization
- Issue type
- Bug
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100