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百度商家招牌检测比赛


运行环境:

python:3.6.3 pytorch:0.4.0 显卡 :一块 nvidia 1080ti

数据:

训练和测试数据就是点石竞赛的初赛数据,可以在大赛链接下载: http://dianshi.baidu.com/gemstone/competitions/detail?raceId=17

训练:

训练主函数入口是tran_local.py

训练模型使用se_resnet101,并且用在imagenet上训练好的模型参数初始化,然后对所有参数进行训练,也就是不会冻结部分网络。

更多细节参考具体代码

训练得到的模型会输出在./BD_SEResNeXt101_32x4d/model/SEResNeXt101_32x4d目录下

预测:

函数入口在./BD_SEResNeXt101_32x4d/predict/pred.py

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