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yolov5-Paddle🚀重大更新😎😎 #16

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GuoQuanhao opened this issue Mar 28, 2023 · 0 comments
Open

yolov5-Paddle🚀重大更新😎😎 #16

GuoQuanhao opened this issue Mar 28, 2023 · 0 comments

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@GuoQuanhao
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本次更新实现了yolov5 v7.0的全新迁移,能够实现分类、分割、检测和各种格式模型的导出。
☑ 多卡训练
☑ 指定单卡训练和CPU训练
☑ TensorRT
☑ ONNX
☑ OpenVIVO
☑ PaddleInference
☑ PaddleLite
☑ 断点续训
☑ 自动下载模型
☑ 自动下载数据集
☑ 解决NMS过慢问题
☑ 解决显存占用过高问题
☑ benchmark

python benchmarks.py --weights ./yolov5s.pdparams --device 0
Benchmarks complete (187.81s)
            Format  Size (MB)  mAP50-95  Inference time (ms)
0     PaddlePaddle       13.9    0.4716                 9.75
1  PaddleInference       27.8    0.4716                20.82
2             ONNX       27.6    0.4717                32.23
3         TensorRT       32.2    0.4717                 3.05
4         OpenVINO       27.9    0.4717                43.67
5       PaddleLite       27.8    0.4717               264.86
@GuoQuanhao GuoQuanhao pinned this issue Mar 28, 2023
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