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FastDeploy/examples/vision/classification/yolov5cls/README_CN.md
Hu Chuqi bb96a6fe8f [Doc]Add English version of documents in examples (#1070) 
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2023-01-06 09:34:28 +08:00

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English | 简体中文

YOLOv5Cls准备部署模型

  • YOLOv5Cls v6.2部署模型实现来自YOLOv5,和基于ImageNet的预训练模型
    • （1）官方库提供的*-cls.pt模型，使用YOLOv5中的export.py导出ONNX文件后，可直接进行部署；
    • （2）开发者基于自己数据训练的YOLOv5Cls v6.2模型，可使用YOLOv5中的export.py导出ONNX文件后，完成部署。

下载预训练ONNX模型

为了方便开发者的测试，下面提供了YOLOv5Cls导出的各系列模型，开发者可直接下载使用。（下表中模型的精度来源于源官方库）

模型 大小 精度(top1) 精度(top5)
YOLOv5n-cls 9.6MB 64.6% 85.4%
YOLOv5s-cls 21MB 71.5% 90.2%
YOLOv5m-cls 50MB 75.9% 92.9%
YOLOv5l-cls 102MB 78.0% 94.0%
YOLOv5x-cls 184MB 79.0% 94.4%

详细部署文档

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