开源实时目标检测模型：rf-detr，在Microsoft COCO基准测试中超过60AP 体积小，可在边缘设备上运行，能同时兼顾精度和实时性 基于DETR架构结合了DINOv2，在T4 GPU上处理每张图片约6毫秒 有两个版本： RF-DETR-base：参数量29M RF-DETR-large：参数量128MRF-DETR is a real-time object detection model architecture developed by Roboflow, SOTA on COCO & designed for fine-tuning.
Python · active 2025-03-23 → 2026-08-06 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 502 days from 2025-03-23 to 2026-08-06. Pushes: 1,054 total, peak 44 in a day. Pull requests: 262 total, peak 17 in a day. Issues: 354 total, peak 13 in a day. Comments: 1,138 total, peak 20 in a day. Stars: 2,214 total, peak 64 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 |
|---|---|---|---|---|
| Borda | 984 | 684 | 72 | 104 |
| Copilot | 408 | 69 | 38 | 202 |
| isaacrob-roboflow | 185 | 4 | 5 | 151 |
| github-actions[bot] | 159 | 136 | 23 | 0 |
| SkalskiP | 100 | 36 | 8 | 40 |
| pre-commit-ci[bot] | 69 | 67 | 2 | 0 |
| codecov[bot] | 61 | 0 | 0 | 61 |
| probicheaux | 57 | 17 | 15 | 7 |
| CLAassistant | 40 | 0 | 0 | 40 |
| isaacrob | 37 | 0 | 1 | 35 |
| Abdul-Mukit | 34 | 0 | 3 | 20 |
| Matvezy | 24 | 12 | 7 | 3 |
| MichalTurek | 14 | 0 | 0 | 10 |
| LeMinhNgan | 13 | 0 | 0 | 2 |
| zhaoshuo1223 | 13 | 0 | 2 | 7 |
| panagiotamoraiti | 13 | 0 | 2 | 9 |
| jrdalenberg | 12 | 0 | 1 | 7 |
| yeldarby | 11 | 0 | 0 | 6 |
| nok | 11 | 0 | 1 | 9 |
| mkaic | 10 | 6 | 1 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#1302codecov[bot]2026-08-06 17:04fix(weights): don't warn about the deterministic _kp_active_mask buffer as a missing weight
- Issue comment#1183hinogi2026-07-04 06:24Refactor/types rfdetr evaluation
- Issue comment#497congbrian2026-06-28 01:20Does RF-DETR support configuring the input resolution to 1280×720
- Issue#1167Borda2026-06-26 19:38PostProcess does not clamp predicted boxes to target image dimensions
- Issue comment#1117codecov[bot]2026-06-15 20:52Fix keypoint loss scaling under grad accumulation
- Issue#1066Borda2026-06-14 06:53Add ExecuTorch support for RF-DETR
- Issue comment#1066anatoly-ryabchenko2026-06-14 00:24Add ExecuTorch support for RF-DETR
- Issue comment#1052anatoly-ryabchenko2026-06-14 00:22Roadmap for official rectangular training and inference support?
- Issue comment#1102codecov[bot]2026-06-13 01:25remove deprecated API scheduled for `1.8.0`
- Issue comment#1097codecov[bot]2026-06-10 22:16docs(agents): restructure AGENTS.md as minimal agentic-only reference
- Issue comment#974Borda2026-05-27 22:46RF-DETR v1.6.4 Regression: 2x Slower Training, Logging Issues, and Missing GPU Memory Bar
- Issue comment#1037omkar-3342026-05-25 23:45warn and disable training resize-and-crop branch when `aug_config={}`
- Issue comment#1069omkar-3342026-05-25 23:43test(tflite): mask ai_edge_litert in the interpreter mock fixture
- Issue#1068omkar-3342026-05-25 23:35`TestCreateInterpreter` tests fail with "Could not open 'model.tflite'" when `ai_edge_litert` is installed
- Pull request#1064Copilot2026-05-23 21:38
- Pull request#1064Copilot2026-05-23 21:38
- Issue comment#1043Borda2026-05-22 05:45RF-DETR has 52% higer latency than D-FINE
- Issue comment#245isaacrob2026-05-20 21:01Soft-RFDETR : An optionnal Mixture of Experts Module to RFDETR
- Issue comment#1035omkar-3342026-05-19 11:46Question: tflite support
- Issue comment#688bc-arl2026-05-17 22:34Training Restart Issue
- Issue comment#1043isaacrob2026-05-16 04:48RF-DETR has 52% higer latency than D-FINE
- Issue#157isaacrob2026-05-13 22:03Let's benchmark D-FINE
- Issue comment#1026codecov[bot]2026-05-13 11:39test: add regression test for RFDETRSegNano PE interpolation at custom resolution
- Issue#1029Aasim-ComputerVision2026-05-06 05:33PE not getting updated at runtime when resolution is changed in v1.6.5
- Issue#529Borda2026-05-04 09:28training RF-DETR from scratch
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 2,214 stars here means stars gained during the window, not the repo's star count.