DeepCAD-RT: Real-time denoising of fluorescence time-lapse imaging using deep self-supervised learning
active 2023-08-18 → 2026-01-27 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 894 days from 2023-08-18 to 2026-01-27. Pushes: 19 total, peak 3 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 21 total, peak 3 in a day. Comments: 32 total, peak 2 in a day. Stars: 57 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 |
|---|---|---|---|---|
| cabooster | 41 | 19 | 0 | 19 |
| JessicaYoujiaLi | 5 | 0 | 0 | 3 |
| gklrajan | 3 | 0 | 0 | 1 |
| HammadFKhan | 3 | 0 | 0 | 2 |
| GUO-neuroLAB | 3 | 0 | 0 | 2 |
| zynxxnn | 2 | 0 | 0 | 0 |
| GioLetti | 2 | 0 | 0 | 0 |
| s-weissbach | 2 | 0 | 0 | 1 |
| brian1000 | 2 | 0 | 0 | 1 |
| lschm | 1 | 0 | 0 | 0 |
| mfs4rd | 1 | 0 | 0 | 1 |
| sommerc | 1 | 0 | 0 | 0 |
| bobfRT1 | 1 | 0 | 0 | 0 |
| SebastienTs | 1 | 0 | 0 | 0 |
| edisonhoo96 | 1 | 0 | 0 | 0 |
| Albert22dai | 1 | 0 | 0 | 0 |
| schienstockd | 1 | 0 | 0 | 1 |
| LelouchLamperougeVI | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue#47sommerc2026-01-27 16:14Run DeepCAD-RT without installation (using uvx)
- Issue#46SebastienTs2025-12-18 19:54A question on applicability
- Issue comment#44JessicaYoujiaLi2025-07-17 07:48Problem with using DeepCAD in conjunction with suite2p
- Issue comment#44cabooster2025-06-12 02:07Problem with using DeepCAD in conjunction with suite2p
- Issue comment#42JessicaYoujiaLi2025-06-09 17:11Input type (double) and bias type (float) mismatched error during training
- Issue#42JessicaYoujiaLi2025-06-09 17:11Input type (double) and bias type (float) mismatched error during training
- Issue comment#43HammadFKhan2025-06-05 03:05Model test images does not improve over epochs
- Issue comment#43cabooster2025-06-05 01:33Model test images does not improve over epochs
- Issue comment#43HammadFKhan2025-05-29 17:22Model test images does not improve over epochs
- Issue comment#43cabooster2025-05-29 03:45Model test images does not improve over epochs
- Issue comment#43cabooster2025-05-24 12:04Model test images does not improve over epochs
- Issue#43HammadFKhan2025-05-23 14:06Model test images does not improve over epochs
- Issue comment#42cabooster2025-04-27 09:13Input type (double) and bias type (float) mismatched error during training
- Issue comment#42JessicaYoujiaLi2025-04-23 04:25Input type (double) and bias type (float) mismatched error during training
- Issue comment#42cabooster2025-04-11 13:43Input type (double) and bias type (float) mismatched error during training
- Issue#42JessicaYoujiaLi2025-04-11 05:40Input type (double) and bias type (float) mismatched error during training
- Issue#41GioLetti2025-03-28 13:57Selecting specific epoch for inference
- Issue comment#41cabooster2025-03-22 00:00Selecting specific epoch for inference
- Issue#41GioLetti2025-03-21 14:06Selecting specific epoch for inference
- Issue comment#40cabooster2025-03-15 16:21get_gap_t produces DivisionByZero Error
- Issue comment#40s-weissbach2025-03-15 07:46get_gap_t produces DivisionByZero Error
- Issue comment#40cabooster2025-03-14 10:24get_gap_t produces DivisionByZero Error
- Issue#40s-weissbach2025-03-13 07:30get_gap_t produces DivisionByZero Error
- Issue comment#37mfs4rd2025-03-12 19:49"No module named 'deepcadrt'" for version 1.3.0
- Issue#39zynxxnn2025-02-28 09:44Stripe artifacts in denoised imaging data
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 57 stars here means stars gained during the window, not the repo's star count.