A toolkit designed to unify and streamline the evaluation of object detection and segmentation models across different sensor modalities, frameworks, and datasets.
active 2026-01-19 → 2026-07-24 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 187 days from 2026-01-19 to 2026-07-24. Pushes: 69 total, peak 7 in a day. Pull requests: 49 total, peak 7 in a day. Issues: 30 total, peak 3 in a day. Comments: 60 total, peak 6 in a day. Stars: 5 total, peak 2 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| dpascualhe | 78 | 37 | 7 | 16 |
| github-actions[bot] | 28 | 28 | 0 | 0 |
| dependabot[bot] | 16 | 0 | 16 | 0 |
| Saitejabojja07 | 8 | 0 | 2 | 5 |
| JaisalJain | 7 | 0 | 4 | 2 |
| vinitjain2005 | 6 | 0 | 3 | 1 |
| priyan17singh | 5 | 0 | 0 | 2 |
| YUVAN0907 | 4 | 0 | 0 | 3 |
| karttikjangid | 4 | 0 | 1 | 3 |
| SakhinetiPraveena | 4 | 1 | 2 | 1 |
| kashtennyson | 3 | 0 | 1 | 2 |
| swarnendu-labs | 3 | 0 | 1 | 2 |
| jmplaza | 3 | 3 | 0 | 0 |
| tejasstanley | 3 | 0 | 0 | 3 |
| KERDAWY-2 | 3 | 0 | 2 | 1 |
| Harshavardhan-Raju | 3 | 0 | 0 | 1 |
| Armaan-Raisinghani | 3 | 0 | 2 | 1 |
| hayan-gh | 2 | 0 | 1 | 1 |
| Copilot | 2 | 0 | 0 | 1 |
| sainithina | 2 | 0 | 1 | 1 |
Recent activity
Latest issues, pull requests and releases
- Pull request#495kashtennyson2026-07-01 15:29
- Issue#569Vo1denz2026-04-28 05:14Performance: Vectorize inner loop in _match_predictions using NumPy masking
- Issue comment#568AdityaX182026-04-26 09:48feat(cache): add HDF5 baseline inference cache layer (#567)
- Issue comment#555kayampady2026-04-19 11:46Add F1 score metric to detection metrics
- Issue comment#550YUVAN09072026-04-19 09:53feat: Add Error Analysis tab for semantic segmentation
- Issue comment#495kashtennyson2026-04-18 21:14feature: support native YOLO .pt models while ensuring compatibility with Torchvision models
- Issue comment#397tejasstanley2026-04-18 15:24Add nuScenes Dataset Support for 2D Object Detection
- Issue comment#540dpascualhe2026-04-17 15:41Update 'minute read' label to 'Minute read'
- Issue comment#530dpascualhe2026-04-17 12:28Fix: Prevent Silent Exception Swallowing in Model Loading
- Issue comment#448dpascualhe2026-04-17 09:39Refactor segmentation evaluation logic into a reusable module
- Issue comment#391dpascualhe2026-04-17 09:28Fix ontology LUT parameter order causing index out of bounds in image…
- Pull request#548dependabot[bot]2026-04-14 02:07
- Pull request#548dependabot[bot]2026-04-14 02:07
- Pull request#548dependabot[bot]2026-04-14 02:07
- Pull request#548dependabot[bot]2026-04-14 02:07
- Pull request#548dependabot[bot]2026-04-14 02:07
- Issue comment#483RihaanBH-18102026-04-05 17:22[ENH] Add pre commit hooks for consistent code formatting and basic hygine
- Pull request#543RihaanBH-18102026-04-05 16:42
- Pull request#535Yash-Yadav0092026-03-30 20:09
- Issue comment#526YUVAN09072026-03-29 07:10Fix YOLOv8 `.pt` inference crashes and improve output handling
- Issue comment#523princedhingra183254-png2026-03-29 03:18[Bug] Default device hardcoded to 'cuda' causes RuntimeError on CPU-only machines.
- Pull request#528Armaan-Raisinghani2026-03-28 22:10
- Issue#524NANDA27262026-03-28 19:39[Bug] Inference tab renders normalized tensors without inverse normalization.
- Issue#516priyan17singh2026-03-27 11:08Enhancement: Add structured logging system across the codebase
- Issue comment#472priyan17singh2026-03-26 06:11docs: improve venv setup with Windows support
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 5 stars here means stars gained during the window, not the repo's star count.