Official repository of CVPR 2024 paper "EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation"
active 2024-05-12 → 2026-05-24 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 743 days from 2024-05-12 to 2026-05-24. Pushes: 71 total, peak 15 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 40 total, peak 4 in a day. Comments: 37 total, peak 4 in a day. Stars: 283 total, peak 4 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 |
|---|---|---|---|---|
| mostafij-rahman | 96 | 70 | 0 | 14 |
| Lm0611 | 6 | 0 | 0 | 1 |
| wangru1026 | 4 | 0 | 0 | 4 |
| melooooody | 4 | 0 | 0 | 1 |
| SegmGod | 3 | 0 | 0 | 2 |
| JingTongsh | 3 | 0 | 0 | 2 |
| tpnam0901 | 3 | 0 | 0 | 1 |
| Tkrismile | 2 | 0 | 0 | 2 |
| 10dutel | 2 | 0 | 0 | 0 |
| DengChenWen | 1 | 0 | 0 | 0 |
| geek-APTX4869 | 1 | 0 | 0 | 0 |
| Twilight-Kirisame | 1 | 0 | 0 | 0 |
| Billy-ZTB | 1 | 0 | 0 | 0 |
| LebronMX-A | 1 | 0 | 0 | 1 |
| Pipaup | 1 | 0 | 0 | 1 |
| SuChenHong | 1 | 0 | 0 | 0 |
| gndlwch2w | 1 | 0 | 0 | 0 |
| mrbird643 | 1 | 0 | 0 | 1 |
| hjklearn | 1 | 0 | 0 | 1 |
| liubaoning111 | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#27mostafij-rahman2026-01-12 20:25About the result of polyp segmentation
- Issue comment#27mostafij-rahman2026-01-12 20:25About the result of polyp segmentation
- Issue comment#23mostafij-rahman2025-12-24 21:52about ACDC
- Issue#12mostafij-rahman2025-09-06 16:30EUCB and efficiency of your model
- Issue comment#20mostafij-rahman2025-09-06 16:25Forbinary segmentation, loss weighted
- Issue comment#26Tkrismile2025-09-05 05:02Why does the model record poor performance in test code?
- Issue comment#29mostafij-rahman2025-09-05 03:57About the dice of ColonDB
- Issue comment#26Tkrismile2025-09-05 02:17Why does the model record poor performance in test code?
- Issue#29SuChenHong2025-07-07 02:43About the dice of ColonDB
- Issue comment#16qinkaixin1232025-06-17 06:04No module named 'segmentation_mask_overlay'
- Issue comment#16mrbird6432025-06-04 11:25No module named 'segmentation_mask_overlay'
- Issue comment#13zhen84212025-05-23 05:40Something about training file,.
- Issue comment#19wangru10262025-05-13 13:59Final or best result
- Issue comment#26mostafij-rahman2025-05-06 17:48Why does the model record poor performance in test code?
- Issue#26mostafij-rahman2025-05-06 17:48Why does the model record poor performance in test code?
- Issue comment#26wangru10262025-05-05 13:58Why does the model record poor performance in test code?
- Issue#28waner19982025-05-02 05:24Questions about the multi-scale {0.75,1.0,1.25} training strategy
- Issue comment#11wangru10262025-04-27 01:49Testing
- Issue comment#19wangru10262025-04-27 01:48Final or best result
- Issue#27slll122025-04-23 19:01About the result of polyp segmentation
- Issue comment#13laoda5552025-04-18 13:05Something about training file,.
- Issue#2510dutel2025-04-10 08:01A
- Issue comment#23hjklearn2025-03-28 09:07about ACDC
- Issue comment#21LebronMX-A2025-03-24 02:05About the para and flops
- Issue#26Oppo-sit2025-03-20 01:48Why does the model record poor performance in test code?
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 283 stars here means stars gained during the window, not the repo's star count.