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目标检测 - YOLO v1算法实现

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您好,我使用了您的pytorch版本的YOLOv1代码,由于自身电脑限制,batch_size设置为2,相应的减少了学习率一个量级,在VOC2007训练集上训练,然后再VOC2007测试集上测试,按照您的设置的训练50迭代,但是效果不好不到10%的mAP,然后我又先后增加了迭代次数为100,150,但是最终效果都不尽人意,都没有您的教程中的效果,对了,我是从头训练的;此外附加一下,您的代码中的网络的定义,由于padding的设置,你的网络最终的输出尺寸有一定问题;

Bumps [numpy](https://github.com/numpy/numpy) from 1.17.2 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Bumps [torch](https://github.com/pytorch/pytorch) from 1.4.0 to 2.2.0. Release notes Sourced from torch's releases. PyTorch 2.2: FlashAttention-v2, AOTInductor PyTorch 2.2 Release Notes Highlights Backwards Incompatible Changes Deprecations New Features Improvements Bug fixes...

dependencies