Repository of scripts to facilitate participation in CellMap's segmentation challenge. This includes downloading data, simple setups for training 2D and 3D models, workflows for prediction and post-processing on out-of-memory arrays, and evaluation of results against validation data.
active 2024-10-15 → 2026-07-08 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 632 days from 2024-10-15 to 2026-07-08. Pushes: 593 total, peak 28 in a day. Pull requests: 101 total, peak 7 in a day. Issues: 149 total, peak 8 in a day. Comments: 369 total, peak 15 in a day. Stars: 33 total, peak 5 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 |
|---|---|---|---|---|
| rhoadesScholar | 667 | 351 | 44 | 157 |
| github-actions[bot] | 180 | 180 | 0 | 0 |
| fgdfgfthgr-fox | 95 | 0 | 0 | 64 |
| Copilot | 85 | 21 | 11 | 42 |
| mzouink | 75 | 27 | 21 | 23 |
| paperplane03 | 42 | 0 | 0 | 29 |
| yuriyzubov | 39 | 7 | 12 | 11 |
| yuvipanda | 11 | 4 | 5 | 2 |
| JinyuCai124578 | 9 | 0 | 0 | 5 |
| mkitti | 8 | 0 | 1 | 4 |
| FrankieMAN-YU | 8 | 0 | 0 | 7 |
| theokoles7 | 7 | 0 | 0 | 3 |
| rinva | 6 | 0 | 3 | 0 |
| neptunes5thmoon | 5 | 0 | 0 | 3 |
| ddd9898 | 5 | 0 | 0 | 5 |
| copilot-pull-request-reviewer[bot] | 4 | 0 | 0 | 0 |
| avweigel | 4 | 2 | 2 | 0 |
| Luchixiang | 4 | 0 | 0 | 4 |
| anwai98 | 4 | 0 | 2 | 1 |
| eminorhan | 3 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 33 stars here means stars gained during the window, not the repo's star count.