Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)
| Date | Stars |
|---|---|
| 2026-07-24 | 2403 |
| 2026-07-25 | 2403 |
| 2026-07-28 | 2404 |
| 2026-07-30 | 2405 |
| 2026-08-06 | 2405 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
## What's New **2024.04** [ncnn-android-yolov8-face](https://github.com/derronqi/ncnn-android-yolov8-face) **2023.04** [yolov8-face](https://github.com/derronqi/yolov8-face) (🔥🔥🔥↑) **2022.10** [yolov7-face](https://github.com/derronqi/yolov7-face) (🔥🔥🔥↑) **2022.8**: yolov7 | Method | Test Size | Easy | Medium | Hard | FLOPs (B) @640 | | -----------------| ---------- | ----- | ------ | ----- | -------------- | | yolov7-lite-t | 640 | 88.7 | 85.2 | 71.5 | 0.8 | | yolov7-lite-s | 640 | 92.7 | 89.9 | 78.5 | 3.0 | | yolov7-tiny | 640 | 94.7 | 92.6 | 82.1 | 13.2 | | yolov7s | 640 | 94.8 | 93.1 | 85.2 | 16.8 | | yolov7 | 640 | 96.9 | 95.5 | 88.0 | 103.4 | | yolov7+TTA | 640 | 97.2 | 95.8 | 87.7 | 103.4 | **2021.12**: Yolov5-face to TensorRT. | Backbone | Pytorch(ms) | TensorRT_FP16(ms) | | :----------: | :---------: | :---------------: | | yolov5n-0.5 | 7.7 | 2.1 | | yolov5n-face | 7.7 | 2.4 | | yolov5s-face | 5.6 | 2.2 | | yolov5m-face | 9.9 | 3.3 | | yolov5l-face | 15.9 | 4.5 | > Pytorch=1.10.0+cu102 TensorRT=8.2.0.6 Hardware=rtx2080ti **2021.11**: BlazeFace | Method | multi scale | Easy | Medium | Hard | Model Size(MB) | Link | | -------------------- | ----------- | ----- | ------ | ----- | -------------- | ----- | | BlazeFace | Ture | 88.5 | 85.5 | 73.1 | 0.472 | https://github.com/PaddlePaddle/PaddleDetection | | BlazeFace-FPN-SSH | Ture | 90.7 | 88.3 | 79.3 | 0.479 | https://github.com/PaddlePaddle/PaddleDetection | | yolov5-blazeface | True | 90.4 | 88.7 | 78.0 | 0.493 | https://pan.baidu.com/s/1RHp8wa615OuDVhsO-qrMpQ pwd:r3v3 https://drive.google.com/file/d/1adi6ke2vCLQFcpbvFqWo_J4wZIfPqSMG| | yolov5-blazeface-fpn | True | 90.8 | 89.4 | 79.1 | 0.493 | - | **2021.08**: Add new training dataset [Multi-Task-Facial](https://drive.google.com/file/d/1Pwd6ga06cDjeOX20RSC1KWiT888Q9IpM/view?usp=sharing),improve large face detection. | Method | Easy | Medium | Hard | | -------------------- | ----- | ------ | ----- | | ***YOLOv5s*** | 94.56 | 92.92 | 83.84 | | ***YOLOv5m*** | 95.46 | 93.87 | 85.54 | **QQ Group**: 1164802745 ## Introduction Yolov5-face is a real-time,high accuracy face detection.  ## Performance Single Scale Inference on VGA resolution（max side is equal to 640 and scale). ***Large family*** | Method | Backbone | Easy | Medium | Hard | \#Params(M) | \#Flops(G) | | :------------------ | -------------- | ----- | ------ | ----- | ----------- | ---------- | | DSFD (CVPR19) | ResNet152 | 94.29 | 91.47 | 71.39 | 120.06 | 259.55 | | RetinaFace (CVPR20) | ResNet50 | 94.92 | 91.90 | 64.17 | 29.50 | 37.59 | | HAMBox (CVPR20) | ResNet50 | 95.27 | 93.76 | 76.75 | 30.24 | 43.28 | | TinaFace (Arxiv20) | ResNet50 | 95.61 | 94.25 | 81.43 | 37.98 | 172.95 | | SCRFD-34GF(Arxiv21) | Bottleneck Res | 96.06 | 94.92 | 85.29 | 9.80 | 34.13 | | SCRFD-10GF(Arxiv21) | Basic Res | 95.16 | 93.87 | 83.05 | 3.86 | 9.98 | | - | - | - | - | - | - | - | | ***YOLOv5s*** | CSPNet | 94.67 | 92.75 | 83.03 | 7.075 | 5.751 | | **YOLOv5s6** | CSPNet | 95.48 | 93.66 | 82.8 | 12.386 | 6.280 | | ***YOLOv5m*** | CSPNet | 95.30 | 93.76 | 85.28 | 21.063 | 18.146 | | **YOLOv5m6** | CSPNet | 95.66 | 94.1 | 85.2 | 35.485 | 19.773 | | ***YOLOv5l*** | CSPNet | 95
Excerpt of 8,589 characters
Read on GitHub
87
9
8
Pengbo Li · North University of China · China
5
3
Mike
3
3
2
1
axera · China
1
1
1
DefTruth · @xlite-dev, @vipshop · China
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:5af99699bab40a3f, topic:tensorrt
matched fp:5af99699bab40a3f, topic:pytorch
matched fp:5af99699bab40a3f, topic:yolo