{"id":69662,"date":"2026-01-31T23:57:06","date_gmt":"2026-01-31T15:57:06","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/69662.html"},"modified":"2026-01-31T23:57:06","modified_gmt":"2026-01-31T15:57:06","slug":"%e6%8a%80%e6%9c%af%e5%88%86%e4%ba%ab-%e5%91%8a%e5%88%ab-ps-%e6%89%8b%e5%b7%a5%e6%b6%82%e6%8a%b9%ef%bc%9a%e6%b5%85%e6%9e%90%e5%a6%82%e4%bd%95%e7%94%a8-python-ai-%e5%ae%9e%e7%8e%b0%e7%94%b5%e5%95%86","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/69662.html","title":{"rendered":"[\u6280\u672f\u5206\u4eab] \u544a\u522b PS \u624b\u5de5\u6d82\u62b9\uff1a\u6d45\u6790\u5982\u4f55\u7528 Python + AI \u5b9e\u73b0\u7535\u5546\u56fe\u7247\u7684\u201c\u667a\u80fd\u53bb\u5b57\u201d\u4e0e\u81ea\u52a8\u7ffb\u8bd1"},"content":{"rendered":"

Python \u56fe\u50cf\u5904\u7406 OpenCV Inpainting \u8de8\u5883\u7535\u5546 \u81ea\u52a8\u5316\u5de5\u5177 \u6548\u7387\u63d0\u5347<\/p>\n

\n

\u524d\u8a00<\/h4>\n

\u5728\u8de8\u5883\u7535\u5546（Amazon, eBay, AliExpress）\u7684\u9009\u54c1\u5f00\u53d1\u4e2d，\u201c\u56fe\u7247\u672c\u5730\u5316\u201d \u662f\u4e00\u4e2a\u7ed5\u4e0d\u5f00\u7684\u73af\u8282\u3002<\/p>\n

\u5f53\u6211\u4eec\u4ece 1688 \u6216\u56fd\u5185\u5de5\u5382\u62ff\u5230\u7cbe\u7f8e\u7684\u4ea7\u54c1\u56fe\u65f6，\u5f80\u5f80\u4f1a\u53d1\u73b0\u56fe\u7247\u4e0a\u5370\u7740 \u4e2d\u6587\u5356\u70b9\u3001\u53c2\u6570\u8868 \u751a\u81f3\u662f \u725b\u76ae\u7663\u5e7f\u544a\u3002<\/p>\n

\u4e3a\u4e86\u628a\u8fd9\u4e9b\u56fe\u7247\u53d8\u6210\u82f1\u6587\u7248（\u6216\u5fb7\u8bed\/\u65e5\u8bed\u7248），\u4f20\u7edf\u7684\u5de5\u4f5c\u6d41\u662f：<\/p>\n

  • \n

    \u7f8e\u5de5\u4ecb\u5165：\u4f7f\u7528 Photoshop \u7684\u201c\u4eff\u5236\u56fe\u7ae0\u201d\u6216\u201c\u6c61\u70b9\u4fee\u590d\u753b\u7b14\u201d\u4e00\u70b9\u70b9\u6d82\u62b9\u6389\u4e2d\u6587\u3002<\/p>\n<\/li>\n

  • \n

    \u4eba\u5de5\u7ffb\u8bd1：\u53bb\u67e5\u5355\u8bcd\u3002<\/p>\n<\/li>\n

  • \n

    \u91cd\u65b0\u6392\u7248：\u6253\u5b57\u3001\u8c03\u8272\u3001\u5bf9\u9f50\u3002<\/p>\n<\/li>\n

    \u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u4e8e\u7eaf\u8272\u80cc\u666f\u56fe\u6765\u8bf4\u8fd8\u7b97\u5feb，\u4f46\u5982\u679c\u9047\u5230 \u6e10\u53d8\u8272\u3001\u7f51\u683c\u7eb9\u7406 \u6216 \u590d\u6742\u5b9e\u666f，\u4eba\u5de5\u4fee\u56fe\u4e0d\u4ec5\u6162（\u4e00\u5f20\u56fe 20 \u5206\u949f），\u800c\u4e14\u5bb9\u6613\u4fee\u201c\u82b1\u201d\u3002<\/p>\n

    \u4f5c\u4e3a\u4e00\u540d\u5f00\u53d1\u8005，\u6211\u8ba4\u4e3a\u8fd9\u79cd\u91cd\u590d\u6027\u7684\u50cf\u7d20\u64cd\u4f5c，\u5b8c\u5168\u53ef\u4ee5\u901a\u8fc7 \u8ba1\u7b97\u673a\u89c6\u89c9（CV） \u6280\u672f\u6765\u5b9e\u73b0\u81ea\u52a8\u5316\u3002\u4eca\u5929，\u6211\u60f3\u4ece\u6280\u672f\u539f\u7406\u7684\u89d2\u5ea6，\u89e3\u6790\u4e00\u4e0b \u201cAI \u667a\u80fd\u53bb\u5b57\u201d \u662f\u5982\u4f55\u5de5\u4f5c\u7684，\u5e76\u5206\u4eab\u4e00\u6b3e\u5c01\u88c5\u597d\u7684\u6279\u91cf\u5904\u7406\u5de5\u5177\u3002<\/p>\n

    \n

    \u4e00\u3001 \u4e3a\u4ec0\u4e48\u666e\u901a\u4ee3\u7801\u5f88\u96be\u641e\u5b9a\u201c\u53bb\u5b57\u201d？<\/h4>\n

    \u5982\u679c\u4f60\u5c1d\u8bd5\u8fc7\u7528\u7b80\u5355\u7684 Python \u4ee3\u7801（\u5982 OpenCV）\u6765\u53bb\u5b57，\u901a\u5e38\u4f1a\u4f7f\u7528 cv2.inpaint \u65b9\u6cd5\u3002<\/p>\n

    Python<\/p>\n<\/p>\n

    # \u4f20\u7edf\u7684 OpenCV \u4fee\u590d\u793a\u4f8b
    \nimport cv2
    \nimg = cv2.imread('product.jpg')
    \nmask = cv2.imread('mask.png', 0)
    \n# \u4f7f\u7528 Telea \u7b97\u6cd5（\u57fa\u4e8e\u5feb\u901f\u884c\u8fdb\u6cd5）
    \nresult = cv2.inpaint(img, mask, 3, cv2.INPAINT_TELEA)<\/p>\n

    \u5c40\u9650\u6027：<\/p>\n

    \u8fd9\u79cd\u4f20\u7edf\u7b97\u6cd5\u662f\u57fa\u4e8e \u201c\u50cf\u7d20\u6269\u6563\u201d \u7684\u2014\u2014\u5b83\u53ea\u662f\u7b80\u5355\u5730\u628a\u5468\u56f4\u7684\u50cf\u7d20\u201c\u62b9\u201d\u8fc7\u6765\u3002<\/p>\n

      \n
    • \n

      \u540e\u679c：\u5982\u679c\u80cc\u666f\u662f\u590d\u6742\u7684（\u6bd4\u5982\u5e26\u6709\u5149\u6cfd\u7684\u91d1\u5c5e\u8868\u9762），\u4fee\u8865\u533a\u57df\u4f1a\u53d8\u6210\u4e00\u56e2\u6a21\u7cca\u7684 \u9a6c\u8d5b\u514b，\u8089\u773c\u53ef\u89c1\u7684\u201cP\u56fe\u75d5\u8ff9\u201d，\u4e25\u91cd\u5f71\u54cd\u5546\u54c1\u8d28\u611f\u3002<\/p>\n<\/li>\n<\/ul>\n

      \n

      \u4e8c\u3001 AI \u6280\u672f\u7a81\u7834：\u751f\u6210\u5f0f\u4fee\u590d (Generative Inpainting)<\/h4>\n

      \u4e3a\u4e86\u89e3\u51b3\u201c\u9a6c\u8d5b\u514b\u201d\u95ee\u9898，\u6211\u5728\u5f00\u53d1 Image Translator Pro \u65f6，\u5f15\u5165\u4e86 \u6df1\u5ea6\u5b66\u4e60\u6a21\u578b（Deep Learning Models）\u3002<\/p>\n

      1. \u8bed\u4e49\u7406\u89e3 (Semantic Understanding)<\/h5>\n

      \u4e0d\u540c\u4e8e\u4f20\u7edf\u7b97\u6cd5\u53ea\u770b\u201c\u50cf\u7d20\u201d，AI \u6a21\u578b（\u5982\u57fa\u4e8e GAN \u6216 Transformer \u7684\u67b6\u6784）\u770b\u7684\u662f \u201c\u8bed\u4e49\u201d\u3002<\/p>\n

        \n
      • \n

        \u5f53\u5b83\u8bc6\u522b\u5230\u88ab\u906e\u6321\u7684\u533a\u57df\u662f \u201c\u6728\u7eb9\u684c\u5b50\u201d \u65f6，\u5b83\u77e5\u9053\u7eb9\u7406\u5e94\u8be5\u662f\u8fde\u7eed\u7684\u3002<\/p>\n<\/li>\n

      • \n

        \u5f53\u5b83\u8bc6\u522b\u5230\u662f \u201c\u5149\u6ed1\u7684\u5851\u6599\u74f6\u201d \u65f6，\u5b83\u77e5\u9053\u9ad8\u5149\u5e94\u8be5\u662f\u5e73\u6ed1\u8fc7\u6e21\u7684\u3002<\/p>\n<\/li>\n<\/ul>\n

        2. \u5185\u5bb9\u751f\u6210 (Content Generation)<\/h5>\n

        AI \u4f1a\u6839\u636e\u4e0a\u4e0b\u6587，\u91cd\u65b0\u751f\u6210（Generate） \u7f3a\u5931\u7684\u50cf\u7d20，\u800c\u4e0d\u662f\u7b80\u5355\u5730\u590d\u5236\u5468\u56f4\u50cf\u7d20\u3002<\/p>\n

          \n
        • \n

          \u6548\u679c：\u6587\u5b57\u88ab\u64e6\u9664\u540e，\u80cc\u666f\u7eb9\u7406\u88ab\u5b8c\u7f8e\u8fd8\u539f\u3002\u5373\u4f7f\u662f\u538b\u5728\u590d\u6742\u7684 \u653e\u5c04\u72b6\u5149\u6548 \u4e0a\u7684\u6587\u5b57，AI \u4e5f\u80fd\u5904\u7406\u5f97\u81ea\u7136\u65e0\u75d5\u3002<\/p>\n<\/li>\n<\/ul>\n

          3. \u81ea\u52a8\u5316\u6d41\u6c34\u7ebf (The Pipeline)<\/h5>\n

          \u8f6f\u4ef6\u5c06\u8fd9\u4e00\u6838\u5fc3\u6280\u672f\u4e0e\u5176\u4ed6\u6a21\u5757\u4e32\u8054\u8d77\u6765：<\/p>\n

            \n
          • \n

            OCR \u68c0\u6d4b（\u5b9a\u4f4d\u6587\u5b57\u5750\u6807） -> AI Inpainting（\u64e6\u9664\u5e76\u4fee\u590d\u80cc\u666f） -> \u7ffb\u8bd1 API（\u83b7\u53d6\u8bd1\u6587） -> \u81ea\u9002\u5e94\u6e32\u67d3（\u56de\u586b\u6587\u5b57）\u3002<\/p>\n<\/li>\n<\/ul>\n

            \n

            \u4e09\u3001 \u5b9e\u9645\u5e94\u7528：\u6548\u7387\u63d0\u5347\u5b9e\u6d4b<\/h4>\n

            \u8fd9\u5957 AI \u81ea\u52a8\u5316\u65b9\u6848，\u5728\u5904\u7406 \u6279\u91cf\u56fe\u7247 \u65f6\u5177\u6709\u663e\u8457\u4f18\u52bf\u3002<\/p>\n

            \u573a\u666f\u6f14\u793a：<\/p>\n

            \u5047\u8bbe\u4f60\u9700\u8981\u5904\u7406 50 \u5f20 \u5e26\u6709\u4e2d\u6587\u5356\u70b9\u7684 1688 \u4e3b\u56fe\u3002<\/p>\n

              \n
            • \n

              \u4f20\u7edf\u4eba\u5de5\u6a21\u5f0f：<\/p>\n

                \n
              • \n

                \u8017\u65f6：\u7ea6 5 \u5c0f\u65f6（\u6309\u6bcf\u5f20\u56fe 6 \u5206\u949f\u8ba1\u7b97）\u3002<\/p>\n<\/li>\n

              • \n

                \u6210\u672c：\u9700\u652f\u4ed8\u7f8e\u5de5\u534a\u5929\u7684\u85aa\u8d44\u3002<\/p>\n<\/li>\n

              • \n

                \u8d28\u91cf：\u7531\u4e8e\u75b2\u52b3，\u540e\u671f\u4fee\u56fe\u8d28\u91cf\u53ef\u80fd\u4e0b\u964d\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n

              • \n

                \u4f7f\u7528 Image Translator Pro：<\/p>\n

                  \n
                • \n

                  \u64cd\u4f5c：\u5c06\u56fe\u7247\u6587\u4ef6\u5939\u62d6\u5165\u8f6f\u4ef6 -> \u9009\u62e9\u76ee\u6807\u8bed\u8a00（\u5982 English） -> \u70b9\u51fb Start\u3002<\/p>\n<\/li>\n

                • \n

                  \u8017\u65f6：\u7ea6 10 \u5206\u949f（\u540e\u53f0\u81ea\u52a8\u8fd0\u884c，\u4e0d\u5360\u7528\u4eba\u5de5\u65f6\u95f4）\u3002<\/p>\n<\/li>\n

                • \n

                  \u8d28\u91cf：\u6bcf\u4e00\u5f20\u56fe\u90fd\u7531 AI \u7b97\u6cd5\u7edf\u4e00\u6807\u51c6\u5904\u7406，\u80cc\u666f\u8fd8\u539f\u5ea6\u9ad8，\u6392\u7248\u6574\u9f50\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

                  \n

                  \u56db\u3001 \u4e3a\u4ec0\u4e48\u63a8\u8350\u8fd9\u6b3e\u5de5\u5177？\"\"<\/h4>\n

                  \u5bf9\u4e8e \u4e2d\u5c0f\u5356\u5bb6 \u6216 \u8fd0\u8425\u56e2\u961f \u6765\u8bf4，\u8fd9\u6b3e\u5de5\u5177\u89e3\u51b3\u4e86\u4e09\u4e2a\u6838\u5fc3\u75db\u70b9：<\/p>\n

                • \n

                  \u6781\u4f4e\u95e8\u69db：<\/p>\n

                  \u65e0\u9700\u914d\u7f6e\u590d\u6742\u7684 Python \u73af\u5883，\u65e0\u9700\u8d2d\u4e70\u6602\u8d35\u7684 GPU \u670d\u52a1\u5668\u3002\u8f6f\u4ef6\u6253\u5305\u4e86\u6240\u6709\u73af\u5883，\u666e\u901a\u7b14\u8bb0\u672c\u7535\u8111 \u5373\u53ef\u8fd0\u884c\u3002<\/p>\n<\/li>\n

                • \n

                  \u6279\u91cf\u9ad8\u5e76\u53d1：<\/p>\n

                  \u652f\u6301 \u591a\u7ebf\u7a0b \u5904\u7406\u3002\u4f60\u53ef\u4ee5\u4e00\u6b21\u6027\u5bfc\u5165\u6570\u767e\u5f20\u56fe\u7247，\u8ba9\u673a\u5668 24 \u5c0f\u65f6\u4e3a\u4f60\u5de5\u4f5c\u3002<\/p>\n<\/li>\n

                • \n

                  \u672c\u5730\u9690\u79c1\u4fdd\u62a4：<\/p>\n

                  \u8de8\u5883\u7535\u5546\u7684\u9009\u54c1\u56fe\u662f\u6838\u5fc3\u673a\u5bc6\u3002\u672c\u8f6f\u4ef6\u652f\u6301 \u79bb\u7ebf\u8fd0\u884c，\u56fe\u7247\u6570\u636e\u4e0d\u4e0a\u4f20\u4e91\u7aef，\u5f7b\u5e95\u675c\u7edd\u7d20\u6750\u6cc4\u9732\u98ce\u9669\u3002<\/p>\n\n\n\n
                  \"\"\"\"\"\"\"\"<\/td>\n\"\"\"\"\"\"\"\"<\/td>\n\"\"\"\"\"\"\"\"<\/td>\n\"\"\"\"\"\"\"\"<\/td>\n\"\"\"\"\"\"\"\"<\/td>\n\"\"\"\"\"\"\"\"<\/td>\n\"\"\"\"\"\"\"\"<\/td>\n\"\"\"\"\"\"\"\"<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/li>\n
                  \n

                  \u4e94\u3001 \u7ed3\u8bed<\/h4>\n

                  \u6280\u672f\u662f\u4e3a\u4e86\u89e3\u51b3\u95ee\u9898\u800c\u751f\u7684\u3002<\/p>\n

                  \u5229\u7528 AI Inpainting \u6280\u672f，\u6211\u4eec\u7ec8\u4e8e\u53ef\u4ee5\u5c06\u7f8e\u5de5\u4ece\u67af\u71e5\u7684\u201c\u53bb\u5b57\u201d\u5de5\u4f5c\u4e2d\u89e3\u653e\u51fa\u6765，\u8ba9\u4ed6\u4eec\u53bb\u8fdb\u884c\u66f4\u6709\u521b\u610f\u7684\u8bbe\u8ba1\u3002\u8ba9\u673a\u5668\u505a\u673a\u5668\u64c5\u957f\u7684\u4e8b，\u8ba9\u4eba\u505a\u4eba\u64c5\u957f\u7684\u4e8b\u3002<\/p>\n

                  \u5982\u679c\u60a8\u662f \u8de8\u5883\u7535\u5546\u4ece\u4e1a\u8005，\u6b63\u5728\u5bfb\u627e\u4e00\u6b3e\u80fd\u5927\u5e45\u63d0\u5347 \u4fee\u56fe\u6548\u7387 \u7684\u81ea\u52a8\u5316\u5de5\u5177\u3002<\/p>\n

                  \u6b22\u8fce\u4e0e\u6211\u4ea4\u6d41，\u83b7\u53d6\u8f6f\u4ef6\u7684\u8bd5\u7528\u7248\u672c\u3002<\/p>\n

                  \n

                  👇 \u8f6f\u4ef6\u83b7\u53d6 \/ \u6280\u672f\u4ea4\u6d41 \/ \u7591\u96be\u89e3\u7b54 👇<\/p>\n

                    \n
                  • \n

                    \u8054\u7cfb\u90ae\u7bb1：linyan222@foxmail.com<\/p>\n<\/li>\n

                  • \n

                    \u90ae\u4ef6\u5907\u6ce8：CSDN（AI\u53bb\u5b57\u5de5\u5177）<\/p>\n<\/li>\n<\/ul>\n

                    \u6ce8：\u672c\u6587\u65e8\u5728\u5206\u4eab\u56fe\u50cf\u5904\u7406\u6280\u672f\u5728\u7535\u5546\u9886\u57df\u7684\u5e94\u7528\u3002\u5de5\u5177\u4ec5\u8f85\u52a9\u5904\u7406\u5408\u6cd5\u7684\u56fe\u7247\u7d20\u6750，\u8bf7\u9075\u5b88\u5404\u5e73\u53f0\u7684\u77e5\u8bc6\u4ea7\u6743\u53ca\u8fd0\u8425\u89c4\u8303\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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