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https://github.com/derronqi/yolov7-face
yolov7 face detection with landmark
https://github.com/derronqi/yolov7-face
face-alignment face-detection mtcnn retinaface scrfd yoloface yolov5 yolov5-face yolov7 yolov7-face
Last synced: about 1 month ago
JSON representation
yolov7 face detection with landmark
- Host: GitHub
- URL: https://github.com/derronqi/yolov7-face
- Owner: derronqi
- License: gpl-3.0
- Created: 2022-10-20T02:51:07.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-04-02T09:03:10.000Z (3 months ago)
- Last Synced: 2024-04-02T10:51:44.437Z (3 months ago)
- Topics: face-alignment, face-detection, mtcnn, retinaface, scrfd, yoloface, yolov5, yolov5-face, yolov7, yolov7-face
- Language: Python
- Homepage:
- Size: 26.6 MB
- Stars: 388
- Watchers: 10
- Forks: 100
- Open Issues: 45
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
Lists
- awesome-face-detection-and-recognition - derronqi/yolov7-face - face?style=social"/> : yolov7 face detection with landmark. (Face Detection)
- awesome-yolo-object-detection - derronqi/yolov7-face - face?style=social"/> : yolov7 face detection with landmark. (Applications)
- awesome-yolo - derronqi/yolov7-face - YOLOv7-Face (Face Detection / Models)
README
# yolov7-face
**2023.04** [yolov8-face](https://github.com/derronqi/yolov8-face) (🔥🔥🔥↑)
### New feature
* Dynamic keypoints
* WingLoss
* Efficient backbones
* EIOU and SIOU
| Method | Test Size | Easy | Medium | Hard | FLOPs (B) @640 | Google | Baidu |
| -----------------| ---------- | ----- | ------ | ----- | -------------- | ------ | ----- |
| yolov7-lite-t | 640 | 88.7 | 85.2 | 71.5 | 0.8 | [google](https://drive.google.com/file/d/1HNXd9EdS-BJ4dk7t1xJDFfr1JIHjd5yb/view?usp=sharing) | [gsmn](https://pan.baidu.com/s/1oxlJVveUgHUQs4UiR26aCw) |
| yolov7-lite-s | 640 | 92.7 | 89.9 | 78.5 | 3.0 | [google](https://drive.google.com/file/d/1MIC5vD4zqRLF_uEZHzjW_f-G3TsfaOAf/view?usp=sharing) | [3sp4](https://pan.baidu.com/s/1f_DD1gZ1AUGLFKHoPNq10Q) |
| yolov7-tiny | 640 | 94.7 | 92.6 | 82.1 | 13.2 | [google](https://drive.google.com/file/d/1Mona-I4PclJr5mjX1qb8dgDeMpYyBcwM/view?usp=sharing) | [aujs](https://pan.baidu.com/s/1IzHLQc2RbPyuDgEqgY8hUg) |
| yolov7s | 640 | 94.8 | 93.1 | 85.2 | 16.8 | [google](https://drive.google.com/file/d/1_ZjnNF_JKHVlq41EgEqMoGE2TtQ3SYmZ/view?usp=sharing) | [w72z](https://pan.baidu.com/s/1fZfZTH7qSdN-0zTk5iCcnA) |
| yolov7 | 640 | 96.9 | 95.5 | 88.0 | 103.4 | [google](https://drive.google.com/file/d/1oIaGXFd4goyBvB1mYDK24GLof53H9ZYo/view?usp=sharing) | [jrj6](https://pan.baidu.com/s/1PiEnSaogvjkNvRLHctBz9A) |
| yolov7+TTA | 640 | 97.2 | 95.8 | 87.7 | 103.4 | [google](https://drive.google.com/file/d/1oIaGXFd4goyBvB1mYDK24GLof53H9ZYo/view?usp=sharing) | [jrj6](https://pan.baidu.com/s/1PiEnSaogvjkNvRLHctBz9A) |
| yolov7-w6 | 960 | 96.4 | 95.0 | 88.3 | 89.0 | [google](https://drive.google.com/file/d/1U_kH7Xa_9-2RK2hnyvsyMLKdYB0h4MJS/view?usp=sharing) | - |
| yolov7-w6+TTA | 1280 | 96.9 | 95.8 | 90.4 | 89.0 | [google](https://drive.google.com/file/d/1U_kH7Xa_9-2RK2hnyvsyMLKdYB0h4MJS/view?usp=sharing) | - |
#### Dataset
[WiderFace](http://shuoyang1213.me/WIDERFACE/)
[yolov7-face-label](https://drive.google.com/file/d/1FsZ0ACah386yUufi0E_PVsRW_0VtZ1bd/view?usp=sharing)
#### Test
#### QQ Group
#### Demo
* [ncnn_Android_face](https://github.com/FeiGeChuanShu/ncnn_Android_face)
* [yolov7-detect-face-onnxrun-cpp-py](https://github.com/hpc203/yolov7-detect-face-onnxrun-cpp-py)
#### References
* [https://github.com/deepcam-cn/yolov5-face](https://github.com/deepcam-cn/yolov5-face)
* [https://github.com/WongKinYiu/yolov7](https://github.com/WongKinYiu/yolov7)
* [https://github.com/TexasInstruments/edgeai-yolov5/tree/yolo-pose](https://github.com/TexasInstruments/edgeai-yolov5/tree/yolo-pose)
* [https://github.com/ppogg/YOLOv5-Lite](https://github.com/ppogg/YOLOv5-Lite)