imistyrain / Facemask
Realtime face and mask detection
Stars: ✭ 51
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python
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IBM PowerAI人工智能12小时编程马拉松大赛——“我是大侦探” YOLO v2实现
赛事报道:IBM PowerAI人工智能12小时编程马拉松大赛——“我是大侦探”成功落幕
题目：基于大量图片信息，分析并找出存在故意遮挡面部的人，为银行、宾馆、小区等需要视频监测的场景，提供嫌疑预判
训练好的weights文件(密码: s7ph),40000代结果(GTX 1080Ti上训练1000代时间大约为30分钟)
依赖
yolo v2，推荐跨windows和linux的版本
训练数据量:4045 测试数据量:405
评估结果:
依赖
git clone https://github.com/AlexeyAB/darknet
vim Makefile
GPU=1
CUDNN=1
OPENCV=1
make -j8
记下载到本地的路径为DARKNET_ROOT，把本工程置于DARKNET_ROOT下
训练
sh train.sh
测试单张图片
sh test.sh
评估测试集
sh evaluate.sh
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