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Supports additional models including shufflenetv2-face/yolov5x-v7.0/yolov5n-v7.0.
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zjykzj committed Jul 21, 2024
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30 changes: 16 additions & 14 deletions README.md
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| | ARCH | GFLOPs | Easy | Medium | Hard |
|:--------------:|:-------------:|:------:|:------:|:------:|:------:|
| **zjykzj/YOLO5Face (This)** | yolov5s-face | 15.2 | 94.69 | 93.00 | 84.73 |
| **deepcam-cn/yolov5-face(Official)** | yolov5s-face | / | 94.33 | 92.61 | 83.15 |
| **zjykzj/YOLO5Face (This)** | shufflenetv2-face | 1.5 | 90.27 | 87.39 | 73.60 |
| **deepcam-cn/yolov5-face(Official)** | shufflenetv2-face | / | 90.76 | 88.12 | 73.82 |
| | | | | | |
| **zjykzj/YOLO5Face (This)** | yolov5x-v7.0 | 204 | **95.79** | **94.53** | **87.63** |
| **zjykzj/YOLO5Face (This)** | yolov5s-v7.0 | 15.8 | 94.84 | 93.28 | 84.67 |
| **zjykzj/YOLO5Face (This)** | yolov5n-v7.0 | 4.2 | 93.25 | 91.11 | 80.33 |
| | ARCH | GFLOPs | Easy | Medium | Hard |
|:------------------------------------:|:-----------------:|:------:|:---------:|:---------:|:---------:|
| **zjykzj/YOLO5Face (This)** | yolov5s-face | 15.2 | 94.69 | 93.00 | 84.73 |
| **deepcam-cn/yolov5-face(Official)** | yolov5s-face | / | 94.33 | 92.61 | 83.15 |
| **zjykzj/YOLO5Face (This)** | shufflenetv2-face | 1.5 | 90.27 | 87.39 | 73.60 |
| **deepcam-cn/yolov5-face(Official)** | shufflenetv2-face | / | 90.76 | 88.12 | 73.82 |
| | | | | | |
| **zjykzj/YOLO5Face (This)** | yolov5x-v7.0 | 204 | **95.79** | **94.53** | **87.63** |
| **zjykzj/YOLO5Face (This)** | yolov5s-v7.0 | 15.8 | 94.84 | 93.28 | 84.67 |
| **zjykzj/YOLO5Face (This)** | yolov5n-v7.0 | 4.2 | 93.25 | 91.11 | 80.33 |

![](./assets/results/selfie.jpg)

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## News🚀🚀🚀

* ***[2024/07/14][v1.0.0](https://github.com/zjykzj/YOLO5Face/releases/tag/v1.0.0). Add keypoint detection to achieve face+keypoint detection.***
* ***[2024/06/29][v0.1.0](https://github.com/zjykzj/YOLO5Face/releases/tag/v0.1.0). Training Face Detectors Based on YOLOv5-v7.0 and WIDERFACE Datasets.***
| Version | Release Date | Major Updates |
|-------------------------------------------------------------------|--------------|-----------------------------------------------------------------------------------|
| [v1.1.0](https://github.com/zjykzj/YOLO5Face/releases/tag/v1.1.0) | 2024/07/21 | Supports additional models including shufflenetv2-face/yolov5x-v7.0/yolov5n-v7.0. |
| [v1.0.0](https://github.com/zjykzj/YOLO5Face/releases/tag/v1.0.0) | 2024/07/14 | Adds keypoint detection, enabling face + keypoint detection. |
| [v0.1.0](https://github.com/zjykzj/YOLO5Face/releases/tag/v0.1.0) | 2024/06/29 | Trains a face detector based on yolov5-v7.0 and the WIDERFACE dataset. |

## Background

[YOLO5Face](https://arxiv.org/abs/2105.12931) is a very interesting work that further abstracts the task of face detection. By directly using a universal object detection algorithm, good face detection results can be achieved. Of course, it also achieves 5-point facial keypoint regression. Based on [ultralytics/yolov5](https://github.com/ultralytics/yolov5), YOLO5Face can easily apply different models and training, such as using lightweight networks for real-time detection and using large networks for
higher detection accuracy.
[YOLO5Face](https://arxiv.org/abs/2105.12931) is a very interesting work that further abstracts the task of face detection. By directly using a universal object detection algorithm, good face detection results can be achieved. Of course, it also achieves 5-point facial keypoint regression. Based on [ultralytics/yolov5](https://github.com/ultralytics/yolov5), YOLO5Face can easily apply different models and training, such as using lightweight networks for real-time detection and using large networks for higher detection accuracy.

Note: the latest implementation of YOLO5Face in our warehouse is entirely based on [ultralytics/yolov5 v7.0](https://github.com/ultralytics/yolov5/releases/tag/v7.0).

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27 changes: 15 additions & 12 deletions README.zh-CN.md
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</p>

| | ARCH | GFLOPs | Easy | Medium | Hard |
|:--------------:|:-------------:|:------:|:------:|:------:|:------:|
| **zjykzj/YOLO5Face (This)** | yolov5s-face | 15.2 | 94.69 | 93.00 | 84.73 |
| **deepcam-cn/yolov5-face(Official)** | yolov5s-face | / | 94.33 | 92.61 | 83.15 |
| **zjykzj/YOLO5Face (This)** | shufflenetv2-face | 1.5 | 90.27 | 87.39 | 73.60 |
| **deepcam-cn/yolov5-face(Official)** | shufflenetv2-face | / | 90.76 | 88.12 | 73.82 |
| | | | | | |
| **zjykzj/YOLO5Face (This)** | yolov5x-v7.0 | 204 | **95.79** | **94.53** | **87.63** |
| **zjykzj/YOLO5Face (This)** | yolov5s-v7.0 | 15.8 | 94.84 | 93.28 | 84.67 |
| **zjykzj/YOLO5Face (This)** | yolov5n-v7.0 | 4.2 | 93.25 | 91.11 | 80.33 |
| | ARCH | GFLOPs | Easy | Medium | Hard |
|:------------------------------------:|:-----------------:|:------:|:---------:|:---------:|:---------:|
| **zjykzj/YOLO5Face (This)** | yolov5s-face | 15.2 | 94.69 | 93.00 | 84.73 |
| **deepcam-cn/yolov5-face(Official)** | yolov5s-face | / | 94.33 | 92.61 | 83.15 |
| **zjykzj/YOLO5Face (This)** | shufflenetv2-face | 1.5 | 90.27 | 87.39 | 73.60 |
| **deepcam-cn/yolov5-face(Official)** | shufflenetv2-face | / | 90.76 | 88.12 | 73.82 |
| | | | | | |
| **zjykzj/YOLO5Face (This)** | yolov5x-v7.0 | 204 | **95.79** | **94.53** | **87.63** |
| **zjykzj/YOLO5Face (This)** | yolov5s-v7.0 | 15.8 | 94.84 | 93.28 | 84.67 |
| **zjykzj/YOLO5Face (This)** | yolov5n-v7.0 | 4.2 | 93.25 | 91.11 | 80.33 |

![](./assets/results/selfie.jpg)

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## 新闻🚀🚀🚀

* ***[2024/07/14][v1.0.0](https://github.com/zjykzj/YOLO5Face/releases/tag/v1.0.0)。增加关键点检测,实现人脸+关键点检测。***
* ***[2024/06/29][v0.1.0](https://github.com/zjykzj/YOLO5Face/releases/tag/v0.1.0)。基于yolov5-v7.0和WIDERFACE数据集训练人脸检测器。***
| 版本 | 发布日期 | 主要更新 |
|-------------------------------------------------------------------|------------|-------------------------------------------------------|
| [v1.1.0](https://github.com/zjykzj/YOLO5Face/releases/tag/v1.1.0) | 2024/07/21 | 支持更多模型,包括shufflenetv2-face/yolov5x-v7.0/yolov5n-v7.0。 |
| [v1.0.0](https://github.com/zjykzj/YOLO5Face/releases/tag/v1.0.0) | 2024/07/14 | 增加关键点检测,实现人脸+关键点检测。 |
| [v0.1.0](https://github.com/zjykzj/YOLO5Face/releases/tag/v0.1.0) | 2024/06/29 | 基于yolov5-v7.0和WIDERFACE数据集训练人脸检测器。 |

## 背景

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