其中imagelist.txt和train.txt的格式如下注释所示
widerface的官网给出了其数据集的mat格式的标签,因此一个读取其标签,将人脸扣取出的程序就迫在眉睫。本文的这个程序是一个很普通的程序,但是这个程序经过了验证,处理结果的正确性完全有保证。你可以花1个小时写一个这样的程序,但是你需要花3个小时进行验证和测试。这也就是本程序的意义所在。
本程序实现的功能:
1,读取所有图像,并将人脸图像保存到当前目录的filesave目录下
2,将新生成的图像保存到imagelist.txt中
3,将原始图像保存到train.txt中
4,对原始mat中的不在图像里面的人脸,进行了四舍五入和相应的处理
5,原始mat的人脸是亚像素的,进行了像素级别的处理
其中imagelist.txt和train.txt的格式如下注释所示。
% train.txt数据格式event_list\file_list\numx y w h
% 例如.\0--Parade\0_Parade_marchingband_1_849.jpg1 449 330 121 148
% imagelist.txt数据格式event_list_file_list_num.jpg
% 例如0--Parade_0_Parade_marchingband_1_849_1.jpg
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