图片统一大小批量

最新推荐文章于 2025-04-25 16:22:31 发布

原创最新推荐文章于 2025-04-25 16:22:31 发布 · 440 阅读

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博客围绕图片处理展开，核心是批量将图片统一大小，这在信息技术领域的图像处理工作中较为常见，可提高图片处理效率。

import os
from PIL import Image
from PIL import ImageFile
ImageFile.LOAD_TRUNCATED_IMAGES = True


def resize_image(input_path, input_image_type, output_image_type, width, height):
    """Resize or change the image type

    input:
        path: input image save location
        input_image_type: the input image type
        output_image_type: the output image type
        width: the requested width in pixels
        height: the requested height in pixels
    """
    Filelist = []
    for root, dirnames, filenames in os.walk(input_path):
        for filename in filenames:
            if filename.endswith(input_image_type):
                Filelist.append(os.path.join(root, filename))

    for filename in Filelist:
        img = Image.open(filename)
        # you can also convert the image to gray-scale map
        # img = Image.open(filename).convert('L')
        # change the image size
        img = img.resize((width, height), Image.ANTIALIAS)
        # outfile = os.path.join(output_path, os.path.split(filename)[1].split('.')[0] + output_image_type)
        outfile = os.path.splitext(filename)[0] + output_image_type
        print(filename + '  -size-> ' + outfile)
        # save image
        img.save(outfile)


if __name__ == '__main__':
    resize_image(input_path='/home/clj/桌面/课题/znyp_format-master/train2/', input_image_type='.jpg', output_image_type='.jpg', width=32, height=32)