{"id":1078452,"date":"2025-01-08T12:11:46","date_gmt":"2025-01-08T04:11:46","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1078452.html"},"modified":"2025-01-08T12:11:48","modified_gmt":"2025-01-08T04:11:48","slug":"%e5%a6%82%e4%bd%95%e7%94%a8python%e6%89%b9%e9%87%8f%e5%a4%84%e7%90%86%e5%9b%be%e7%89%87%e5%a4%a7%e5%b0%8f-2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1078452.html","title":{"rendered":"\u5982\u4f55\u7528python\u6279\u91cf\u5904\u7406\u56fe\u7247\u5927\u5c0f"},"content":{"rendered":"

\"\u5982\u4f55\u7528python\u6279\u91cf\u5904\u7406\u56fe\u7247\u5927\u5c0f\"<\/p>\n

\u7528Python\u6279\u91cf\u5904\u7406\u56fe\u7247\u5927\u5c0f\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528Pillow\u5e93\u3001OpenCV\u5e93\u3001\u6279\u5904\u7406\u811a\u672c\u548c\u591a\u7ebf\u7a0b\u7f16\u7a0b\uff0c\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u65b9\u6cd5\u6765\u9ad8\u6548\u5730\u5904\u7406\u5927\u91cf\u56fe\u7247\u3002<\/strong><\/p>\n<\/p>\n

\u4f7f\u7528Pillow\u5e93\u662f\u5176\u4e2d\u6700\u63a8\u8350\u7684\u65b9\u6cd5\uff0c\u56e0\u4e3a\u5b83\u6613\u4e8e\u4f7f\u7528\u4e14\u529f\u80fd\u5f3a\u5927\u3002Pillow\u662fPython Imaging Library (PIL) \u7684\u5206\u652f\uff0c\u4e13\u95e8\u7528\u4e8e\u5904\u7406\u56fe\u50cf\u6587\u4ef6\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u63cf\u8ff0\u5982\u4f55\u7528Pillow\u5e93\u6279\u91cf\u5904\u7406\u56fe\u7247\u5927\u5c0f\u3002<\/p>\n<\/p>\n

\u4e00\u3001Pillow\u5e93\u7684\u5b89\u88c5\u548c\u57fa\u672c\u64cd\u4f5c<\/h3>\n<\/p>\n

1\u3001\u5b89\u88c5Pillow\u5e93<\/h4>\n<\/p>\n

\u9996\u5148\uff0c\u4f60\u9700\u8981\u5b89\u88c5Pillow\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n

pip install Pillow<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u4f7f\u7528Pillow\u5e93\u8bfb\u53d6\u548c\u4fee\u6539\u56fe\u7247\u5927\u5c0f<\/h4>\n<\/p>\n
Pillow\u5e93\u63d0\u4f9b\u4e86\u8bb8\u591a\u65b9\u4fbf\u7684\u65b9\u6cd5\u6765\u5904\u7406\u56fe\u50cf\uff0c\u5305\u62ec\u6253\u5f00\u3001\u663e\u793a\u3001\u4fdd\u5b58\u548c\u6539\u53d8\u56fe\u50cf\u5927\u5c0f\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u57fa\u672c\u793a\u4f8b\uff0c\u6f14\u793a\u5982\u4f55\u8bfb\u53d6\u548c\u4fee\u6539\u56fe\u50cf\u7684\u5927\u5c0f\uff1a<\/p>\n<\/p>\n
from PIL import Image<\/p>\n
\u6253\u5f00\u4e00\u5f20\u56fe\u7247<\/strong><\/h2>\n
image = Image.open('example.jpg')<\/p>\n
\u6539\u53d8\u56fe\u7247\u5927\u5c0f<\/strong><\/h2>\n
new_image = image.resize((800, 600))<\/p>\n
\u4fdd\u5b58\u4fee\u6539\u540e\u7684\u56fe\u7247<\/strong><\/h2>\n
new_image.save('example_resized.jpg')<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e8c\u3001\u6279\u91cf\u5904\u7406\u56fe\u7247\u5927\u5c0f<\/h3>\n<\/p>\n
1\u3001\u904d\u5386\u6587\u4ef6\u5939\u4e2d\u7684\u6240\u6709\u56fe\u7247<\/h4>\n<\/p>\n
\u8981\u6279\u91cf\u5904\u7406\u56fe\u7247\uff0c\u6211\u4eec\u9700\u8981\u904d\u5386\u6307\u5b9a\u6587\u4ef6\u5939\u4e2d\u7684\u6240\u6709\u56fe\u7247\u6587\u4ef6\uff0c\u5e76\u5bf9\u6bcf\u4e00\u5f20\u56fe\u7247\u6267\u884c\u76f8\u540c\u7684\u64cd\u4f5c\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\uff0c\u5c55\u793a\u5982\u4f55\u904d\u5386\u6587\u4ef6\u5939\u5e76\u6279\u91cf\u4fee\u6539\u56fe\u7247\u5927\u5c0f\uff1a<\/p>\n<\/p>\n
import os<\/p>\n
from PIL import Image<\/p>\n
def resize_images(input_folder, output_folder, size):<\/p>\n
    # \u786e\u4fdd\u8f93\u51fa\u6587\u4ef6\u5939\u5b58\u5728<\/p>\n
    if not os.path.exists(output_folder):<\/p>\n
        os.makedirs(output_folder)<\/p>\n
    # \u904d\u5386\u8f93\u5165\u6587\u4ef6\u5939\u4e2d\u7684\u6240\u6709\u6587\u4ef6<\/p>\n
    for filename in os.listdir(input_folder):<\/p>\n
        if filename.endswith('.jpg') or filename.endswith('.png'):<\/p>\n
            image_path = os.path.join(input_folder, filename)<\/p>\n
            image = Image.open(image_path)<\/p>\n
            # \u6539\u53d8\u56fe\u7247\u5927\u5c0f<\/p>\n
            new_image = image.resize(size)<\/p>\n
            # \u4fdd\u5b58\u4fee\u6539\u540e\u7684\u56fe\u7247\u5230\u8f93\u51fa\u6587\u4ef6\u5939<\/p>\n
            new_image.save(os.path.join(output_folder, filename))<\/p>\n
    print("\u6240\u6709\u56fe\u7247\u5904\u7406\u5b8c\u6210\uff01")<\/p>\n
\u4f7f\u7528\u793a\u4f8b<\/strong><\/h2>\n
input_folder = 'path\/to\/input\/folder'<\/p>\n
output_folder = 'path\/to\/output\/folder'<\/p>\n
size = (800, 600)<\/p>\n
resize_images(input_folder, output_folder, size)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e09\u3001\u4f18\u5316\u6279\u91cf\u5904\u7406\u6548\u7387<\/h3>\n<\/p>\n
1\u3001\u4f7f\u7528\u591a\u7ebf\u7a0b<\/h4>\n<\/p>\n
\u5728\u5904\u7406\u5927\u91cf\u56fe\u7247\u65f6\uff0c\u591a\u7ebf\u7a0b\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u5904\u7406\u6548\u7387\u3002\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528\u591a\u7ebf\u7a0b\u6279\u91cf\u5904\u7406\u56fe\u7247\uff1a<\/p>\n<\/p>\n
import os<\/p>\n
from PIL import Image<\/p>\n
import concurrent.futures<\/p>\n
def resize_image(image_path, output_folder, size):<\/p>\n
    try:<\/p>\n
        image = Image.open(image_path)<\/p>\n
        new_image = image.resize(size)<\/p>\n
        new_image.save(os.path.join(output_folder, os.path.basename(image_path)))<\/p>\n
        print(f"{os.path.basename(image_path)} \u5904\u7406\u5b8c\u6210")<\/p>\n
    except Exception as e:<\/p>\n
        print(f"\u5904\u7406 {os.path.basename(image_path)} \u65f6\u51fa\u9519: {e}")<\/p>\n
def resize_images_multithreaded(input_folder, output_folder, size):<\/p>\n
    if not os.path.exists(output_folder):<\/p>\n
        os.makedirs(output_folder)<\/p>\n
    image_paths = [os.path.join(input_folder, filename) for filename in os.listdir(input_folder) if filename.endswith('.jpg') or filename.endswith('.png')]<\/p>\n
    with concurrent.futures.ThreadPoolExecutor() as executor:<\/p>\n
        executor.map(resize_image, image_paths, [output_folder]*len(image_paths), [size]*len(image_paths))<\/p>\n
    print("\u6240\u6709\u56fe\u7247\u5904\u7406\u5b8c\u6210\uff01")<\/p>\n
\u4f7f\u7528\u793a\u4f8b<\/strong><\/h2>\n
input_folder = 'path\/to\/input\/folder'<\/p>\n
output_folder = 'path\/to\/output\/folder'<\/p>\n
size = (800, 600)<\/p>\n
resize_images_multithreaded(input_folder, output_folder, size)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u56db\u3001\u4f7f\u7528OpenCV\u5e93\u5904\u7406\u56fe\u7247<\/h3>\n<\/p>\n
OpenCV\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\uff0c\u529f\u80fd\u5f3a\u5927\uff0c\u9002\u7528\u4e8e\u56fe\u50cf\u5904\u7406\u548c\u89c6\u9891\u5904\u7406\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528OpenCV\u5e93\u6279\u91cf\u5904\u7406\u56fe\u7247\u5927\u5c0f\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
1\u3001\u5b89\u88c5OpenCV\u5e93<\/h4>\n<\/p>\n
\u9996\u5148\uff0c\u5b89\u88c5OpenCV\u5e93\uff1a<\/p>\n<\/p>\n
pip install opencv-python<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u4f7f\u7528OpenCV\u5e93\u5904\u7406\u56fe\u7247\u5927\u5c0f<\/h4>\n<\/p>\n
import os<\/p>\n
import cv2<\/p>\n
def resize_images_with_opencv(input_folder, output_folder, size):<\/p>\n
    if not os.path.exists(output_folder):<\/p>\n
        os.makedirs(output_folder)<\/p>\n
    for filename in os.listdir(input_folder):<\/p>\n
        if filename.endswith('.jpg') or filename.endswith('.png'):<\/p>\n
            image_path = os.path.join(input_folder, filename)<\/p>\n
            image = cv2.imread(image_path)<\/p>\n
            new_image = cv2.resize(image, size)<\/p>\n
            cv2.imwrite(os.path.join(output_folder, filename), new_image)<\/p>\n
    print("\u6240\u6709\u56fe\u7247\u5904\u7406\u5b8c\u6210\uff01")<\/p>\n
\u4f7f\u7528\u793a\u4f8b<\/strong><\/h2>\n
input_folder = 'path\/to\/input\/folder'<\/p>\n
output_folder = 'path\/to\/output\/folder'<\/p>\n
size = (800, 600)<\/p>\n
resize_images_with_opencv(input_folder, output_folder, size)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e94\u3001\u5904\u7406\u4e0d\u540c\u683c\u5f0f\u7684\u56fe\u7247<\/h3>\n<\/p>\n
\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u5404\u79cd\u4e0d\u540c\u683c\u5f0f\u7684\u56fe\u7247\u3002\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5904\u7406\u4e0d\u540c\u683c\u5f0f\u7684\u56fe\u7247\uff1a<\/p>\n<\/p>\n
import os<\/p>\n
from PIL import Image<\/p>\n
def resize_images(input_folder, output_folder, size):<\/p>\n
    if not os.path.exists(output_folder):<\/p>\n
        os.makedirs(output_folder)<\/p>\n
    for filename in os.listdir(input_folder):<\/p>\n
        if filename.lower().endswith(('.jpg', '.jpeg', '.png', '.bmp', '.gif')):<\/p>\n
            image_path = os.path.join(input_folder, filename)<\/p>\n
            image = Image.open(image_path)<\/p>\n
            new_image = image.resize(size)<\/p>\n
            new_filename = os.path.splitext(filename)[0] + '.jpg'<\/p>\n
            new_image.save(os.path.join(output_folder, new_filename))<\/p>\n
    print("\u6240\u6709\u56fe\u7247\u5904\u7406\u5b8c\u6210\uff01")<\/p>\n
\u4f7f\u7528\u793a\u4f8b<\/strong><\/h2>\n
input_folder = 'path\/to\/input\/folder'<\/p>\n
output_folder = 'path\/to\/output\/folder'<\/p>\n
size = (800, 600)<\/p>\n
resize_images(input_folder, output_folder, size)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u516d\u3001\u5904\u7406\u56fe\u7247\u65f6\u7684\u5176\u4ed6\u6ce8\u610f\u4e8b\u9879<\/h3>\n<\/p>\n
1\u3001\u4fdd\u6301\u56fe\u7247\u7684\u5bbd\u9ad8\u6bd4\u4f8b<\/h4>\n<\/p>\n
\u5728\u6539\u53d8\u56fe\u7247\u5927\u5c0f\u65f6\uff0c\u6709\u65f6\u9700\u8981\u4fdd\u6301\u56fe\u7247\u7684\u5bbd\u9ad8\u6bd4\u4f8b\u3002\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u4fdd\u6301\u56fe\u7247\u7684\u5bbd\u9ad8\u6bd4\u4f8b\uff1a<\/p>\n<\/p>\n
import os<\/p>\n
from PIL import Image<\/p>\n
def resize_image_with_aspect_ratio(image, base_width):<\/p>\n
    w_percent = (base_width \/ float(image.size[0]))<\/p>\n
    h_size = int((float(image.size[1]) * float(w_percent)))<\/p>\n
    return image.resize((base_width, h_size), Image.ANTIALIAS)<\/p>\n
def resize_images(input_folder, output_folder, base_width):<\/p>\n
    if not os.path.exists(output_folder):<\/p>\n
        os.makedirs(output_folder)<\/p>\n
    for filename in os.listdir(input_folder):<\/p>\n
        if filename.lower().endswith(('.jpg', '.jpeg', '.png', '.bmp', '.gif')):<\/p>\n
            image_path = os.path.join(input_folder, filename)<\/p>\n
            image = Image.open(image_path)<\/p>\n
            new_image = resize_image_with_aspect_ratio(image, base_width)<\/p>\n
            new_filename = os.path.splitext(filename)[0] + '.jpg'<\/p>\n
            new_image.save(os.path.join(output_folder, new_filename))<\/p>\n
    print("\u6240\u6709\u56fe\u7247\u5904\u7406\u5b8c\u6210\uff01")<\/p>\n
\u4f7f\u7528\u793a\u4f8b<\/strong><\/h2>\n
input_folder = 'path\/to\/input\/folder'<\/p>\n
output_folder = 'path\/to\/output\/folder'<\/p>\n
base_width = 800<\/p>\n
resize_images(input_folder, output_folder, base_width)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u5904\u7406\u4e0d\u540c\u989c\u8272\u6a21\u5f0f\u7684\u56fe\u7247<\/h4>\n<\/p>\n
\u5728\u5904\u7406\u56fe\u7247\u65f6\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u4e0d\u540c\u989c\u8272\u6a21\u5f0f\u7684\u56fe\u7247\uff0c\u4f8b\u5982RGB\u3001RGBA\u3001\u7070\u5ea6\u7b49\u3002\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5904\u7406\u4e0d\u540c\u989c\u8272\u6a21\u5f0f\u7684\u56fe\u7247\uff1a<\/p>\n<\/p>\n
import os<\/p>\n
from PIL import Image<\/p>\n
def resize_images(input_folder, output_folder, size):<\/p>\n
    if not os.path.exists(output_folder):<\/p>\n
        os.makedirs(output_folder)<\/p>\n
    for filename in os.listdir(input_folder):<\/p>\n
        if filename.lower().endswith(('.jpg', '.jpeg', '.png', '.bmp', '.gif')):<\/p>\n
            image_path = os.path.join(input_folder, filename)<\/p>\n
            image = Image.open(image_path)<\/p>\n
            if image.mode in ("RGBA", "P"):  # \u5904\u7406\u900f\u660e\u80cc\u666f<\/p>\n
                image = image.convert("RGB")<\/p>\n
            new_image = image.resize(size)<\/p>\n
            new_filename = os.path.splitext(filename)[0] + '.jpg'<\/p>\n
            new_image.save(os.path.join(output_folder, new_filename))<\/p>\n
    print("\u6240\u6709\u56fe\u7247\u5904\u7406\u5b8c\u6210\uff01")<\/p>\n
\u4f7f\u7528\u793a\u4f8b<\/strong><\/h2>\n
input_folder = 'path\/to\/input\/folder'<\/p>\n
output_folder = 'path\/to\/output\/folder'<\/p>\n
size = (800, 600)<\/p>\n
resize_images(input_folder, output_folder, size)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e03\u3001\u7ed3\u8bba<\/h3>\n<\/p>\n
\u901a\u8fc7\u4ee5\u4e0a\u65b9\u6cd5\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528Python\u6279\u91cf\u5904\u7406\u56fe\u7247\u5927\u5c0f\uff0c\u4f7f\u7528Pillow\u5e93\u3001OpenCV\u5e93\u3001\u6279\u5904\u7406\u811a\u672c\u548c\u591a\u7ebf\u7a0b\u7f16\u7a0b<\/strong>\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u5904\u7406\u6548\u7387\u3002\u6839\u636e\u5b9e\u9645\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\uff0c\u5e76\u6ce8\u610f\u5904\u7406\u4e0d\u540c\u683c\u5f0f\u548c\u989c\u8272\u6a21\u5f0f\u7684\u56fe\u7247\u3002\u5e0c\u671b\u672c\u6587\u80fd\u5e2e\u52a9\u4f60\u66f4\u9ad8\u6548\u5730\u5904\u7406\u5927\u91cf\u56fe\u7247\u3002<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
 \u5982\u4f55\u4f7f\u7528Python\u6279\u91cf\u4fee\u6539\u56fe\u7247\u5927\u5c0f\uff1f<\/strong>
\u4f7f\u7528Python\u6279\u91cf\u4fee\u6539\u56fe\u7247\u5927\u5c0f\u901a\u5e38\u6d89\u53ca\u5230\u56fe\u50cf\u5904\u7406\u5e93\uff0c\u5982PIL\uff08Pillow\uff09\u6216OpenCV\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u5e93\u4e2d\u7684\u51fd\u6570\u6765\u6253\u5f00\u56fe\u50cf\uff0c\u8c03\u6574\u5176\u5927\u5c0f\uff0c\u5e76\u4fdd\u5b58\u66f4\u6539\u540e\u7684\u56fe\u50cf\u3002\u5177\u4f53\u6b65\u9aa4\u5305\u62ec\u5bfc\u5165\u5e93\u3001\u904d\u5386\u76ee\u6807\u6587\u4ef6\u5939\u4e2d\u7684\u6240\u6709\u56fe\u50cf\u6587\u4ef6\u3001\u8c03\u6574\u6bcf\u5f20\u56fe\u50cf\u7684\u5927\u5c0f\u4ee5\u53ca\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6307\u5b9a\u76ee\u5f55\u3002<\/p>\n
\u662f\u5426\u53ef\u4ee5\u901a\u8fc7Python\u811a\u672c\u81ea\u52a8\u8c03\u6574\u4e0d\u540c\u683c\u5f0f\u7684\u56fe\u7247\u5927\u5c0f\uff1f<\/strong>
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