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ssd_pytorch's Introduction

ssd_pytorch

首先说下实现原因,大佬写的代码太难读了,对于新手太不友好,而且还是英文的,让我这英语渣渣看起来头疼,为了学习和帮助其他像我一样的人,复现了一下代码,并简化部分功能

首先发下代码的参考连接 ssd-pytorch
论文地址就不发了,可以自行百度,我的博客ssd解读地址在这里,可以进行参考学习
代码解读地址在这里

运行环境:

1.python 3.6
2.pytorch 0.4.1
3.python-opencv

说明

预训练的权重文件vgg_16 提取码:rdbn
具体的配置文件请看Config.py文件
训练运行python3.6 Train.py
已经训练好的模型ssd_300
测试运行python3.6 Test.py

运行结果

demo

注:

1.目前的版本是作者学习ssd模型并参考他人代码尝试复现的结果,所以代码鲁棒性较低,望见谅
2.目前版本只兼容voc的数据集
3.如果帮到你啦,麻烦给个star,谢谢啦
4.目前作者已经转行做其他方向了,这个也不再维护了,但是可以确保在环境一致的情况下是可以运行的

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