深度学习3 对图片进行批量裁剪

为了提高训练精确度,将数据源按尺寸裁剪

文件路径:~/caffe/examples/myfile/st_0622_cor.txt

文件内容:  深度学习3 对图片进行批量裁剪

图片路径:/home/data/re

 

py脚本:

   #!/usr/bin/env python
import os
from PIL import Image
for line in open('st_0622_cor.txt'):
    name=line[:line.rfind('g')+1]
    arrow=line[line.rfind('g')+2:]
    split=arrow.split()
    left=split[0]
    top=split[1]
    right=split[2]
    bottom=split[3]
   #print(name)
   #print(arrow)
   #print(split)
    Imgfile='/home/data/re/train/'+name
    im=Image.open(Imgfile)
    x=int(left)
    y=int(top)
    w=int(right)
    b=int(bottom)
    box=(x,y,w,b)
    region=im.crop(box)
    prefix = name[:name.rfind('.')]
    region.save("/home/data/newre/train/%s.jpg" % (prefix))