{"id":1046,"date":"2026-06-10T06:24:59","date_gmt":"2026-06-10T06:24:59","guid":{"rendered":"https:\/\/blog.nimail.cn\/?p=1046"},"modified":"2026-06-10T06:24:59","modified_gmt":"2026-06-10T06:24:59","slug":"%e5%9c%a8%e7%ba%bf%e5%9b%be%e7%89%87%e8%bd%ac%e8%a1%a8%e6%a0%bc-%e5%a6%82%e4%bd%95%e6%8a%8ajpg%e5%bf%ab%e9%80%9f%e8%bd%ac%e4%b8%baexcel","status":"publish","type":"post","link":"https:\/\/blog.nimail.cn\/best-articles\/%e5%9c%a8%e7%ba%bf%e5%9b%be%e7%89%87%e8%bd%ac%e8%a1%a8%e6%a0%bc-%e5%a6%82%e4%bd%95%e6%8a%8ajpg%e5%bf%ab%e9%80%9f%e8%bd%ac%e4%b8%baexcel\/","title":{"rendered":"\u5728\u7ebf\u56fe\u7247\u8f6c\u8868\u683c\uff1a\u5982\u4f55\u628aJPG\u5feb\u901f\u8f6c\u4e3aExcel\uff1f"},"content":{"rendered":"<h2 class=\"mt-4 mb-3\">\u544a\u522b\u624b\u5de5\u5f55\u5165\uff0c<span class=\"fw-bold\">\u56fe\u7247\u8f6c\u6362\u4e3a\u8868\u683c<\/span>\u7684\u6548\u7387\u9769\u547d<\/h2>\n<p class=\"lead\">\u4f5c\u4e3a\u7ecf\u5e38\u8ddf\u6570\u636e\u6253\u4ea4\u9053\u7684\u5f00\u53d1\u8005\u548c\u8fd0\u8425\uff0c\u4f60\u4e00\u5b9a\u7ecf\u5386\u8fc7\u8fd9\u79cd\u5d29\u6e83\u65f6\u523b\uff1a\u5ba2\u6237\u7529\u8fc7\u6765\u4e00\u5f20\u6ee1\u5c4f\u6570\u636e\u7684\u624b\u673a\u622a\u56fe\uff0c\u6216\u8005\u5fae\u4fe1\u7fa4\u91cc\u6d41\u4f20\u7684\u7eb8\u8d28\u62a5\u8868\u62cd\u7167\u4ef6\u3002\u9762\u5bf9\u8fd9\u4e9b\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c<strong>\u5982\u4f55\u5c06\u56fe\u7247\u8f6c\u4e3a\u8868\u683c<\/strong>\u6210\u4e86\u6700\u8017\u65f6\u7684\u73af\u8282\u3002\u8fc7\u53bb\u6211\u4eec\u53ea\u80fd\u5bf9\u7740\u5c4f\u5e55\u4e00\u4e2a\u4e2a\u6572\u51fb\u952e\u76d8\uff0c\u73b0\u5728\u501f\u52a9\u6210\u719f\u7684OCR\u5f15\u64ce\uff0c\u5b9e\u73b0<strong>\u514d\u8d39\u56fe\u7247\u8f6cexcel<\/strong>\u5df2\u7ecf\u4e0d\u518d\u662f\u68a6\u3002\u65e0\u8bba\u662f\u4ece\u4f1a\u8bae\u767d\u677f\u4e0a\u62cd\u4e0b\u8fdb\u5ea6\u8ba1\u5212\uff0c\u8fd8\u662f\u628a\u5408\u540c\u9644\u4ef6\u91cc\u7684\u6e05\u5355\u62a0\u51fa\u6765\uff0c\u6280\u672f\u6808\u7684\u8fed\u4ee3\u8ba9<strong>\u56fe\u7247\u8f6c\u6210excel\u8868\u683c<\/strong>\u53d8\u5f97\u50cf\u547c\u5438\u4e00\u6837\u81ea\u7136\u3002\u5f88\u591a\u4f20\u7edf\u4f01\u4e1a\u8fd8\u5728\u7528VLOOKUP\u624b\u52a8\u6838\u5bf9\uff0c\u800c\u73b0\u4ee3\u5de5\u4f5c\u6d41\u65e9\u5df2\u8f6c\u5411\u81ea\u52a8\u5316\u89e3\u6790\u3002<\/p>\n<div class=\"alert alert-warning border-start border-4 border-warning mb-4\" role=\"alert\"><strong>\ud83d\udca1 \u5f00\u53d1\u8005\u63d0\u793a\uff1a<\/strong> \u8bc6\u522b\u51c6\u786e\u7387\u7684\u6838\u5fc3\u4e0d\u5728\u4e8e\u7b97\u6cd5\u6709\u591a\u70ab\u9177\uff0c\u800c\u5728\u4e8e\u9884\u5904\u7406\u9636\u6bb5\u662f\u5426\u53bb\u9664\u4e86\u566a\u70b9\u3002\u590d\u6742\u7684\u80cc\u666f\u6216\u503e\u659c\u7684\u62cd\u6444\u89d2\u5ea6\u4f1a\u76f4\u63a5\u62d6\u57ae<strong>\u56fe\u7247\u8bc6\u522b\u8868\u683c<\/strong>\u7684\u7f6e\u4fe1\u5ea6\uff0c\u5efa\u8bae\u5728\u4e0a\u4f20\u524d\u5c3d\u91cf\u88c1\u526a\u8fb9\u7f18\u5e76\u4fdd\u6301\u5149\u7ebf\u5747\u5300\u3002\u9ad8\u5206\u8fa8\u7387\u7684\u539f\u59cb\u6587\u4ef6\u6c38\u8fdc\u6bd4\u4e8c\u6b21\u538b\u7f29\u7684\u7f29\u7565\u56fe\u66f4\u53ef\u9760\u3002<\/div>\n<h3 class=\"mt-4 mb-3\">\u5de5\u5177\u5b9e\u6d4b\uff1a<span class=\"badge bg-primary\">\u5728\u7ebf\u56fe\u7247\u8f6c\u8868\u683c<\/span>\u7684\u5e95\u5c42\u903b\u8f91\u62c6\u89e3<\/h3>\n<p>\u5e02\u9762\u4e0a\u53f7\u79f0\u80fd<span class=\"text-decoration-underline\">\u56fe\u7247\u8f6c\u5316excel<\/span>\u7684\u63d2\u4ef6\u4e00\u6293\u4e00\u5927\u628a\uff0c\u4f46\u771f\u6b63\u8dd1\u901a\u6d41\u6c34\u7ebf\u7684\u4e0d\u591a\u3002\u6211\u6700\u8fd1\u6df1\u5ea6\u6d4b\u8bd5\u4e86 <a href=\"https:\/\/www.nimail.cn\/img-tools\/image-to-excel.html\" target=\"_blank\" rel=\"noopener noreferrer\">nimail\u63d0\u4f9b\u7684\u5728\u7ebf\u56fe\u7247\u8f6cexcel\u670d\u52a1<\/a>\uff0c\u5b83\u7684\u67b6\u6784\u8bbe\u8ba1\u5f88\u7b26\u5408\u73b0\u4ee3Web\u6807\u51c6\u3002\u524d\u7aef\u91c7\u7528Canvas\u8fdb\u884c\u56fe\u50cf\u9884\u5904\u7406\uff0c\u540e\u7aef\u76f4\u63a5\u5bf9\u63a5\u9ad8\u7cbe\u5ea6OCR\u6a21\u578b\uff0c\u4e13\u95e8\u9488\u5bf9\u4e2d\u6587\u8bed\u5883\u4e0b\u7684\u8d22\u52a1\u6570\u636e\u548c\u4e1a\u52a1\u62a5\u8868\u505a\u4e86\u5b9a\u5411\u4f18\u5316\u3002\u5f53\u4f60\u5c1d\u8bd5<strong>jpg\u8f6cexcel<\/strong>\u65f6\uff0c\u5b83\u80fd\u81ea\u52a8\u68c0\u6d4b\u884c\u5217\u7ebf\u6846\uff0c\u5373\u4f7f\u662f\u6ca1\u6709\u660e\u663e\u8fb9\u6846\u7684\u7eaf\u6587\u672c\u5bf9\u9f50\u5217\u8868\uff0c\u4e5f\u80fd\u901a\u8fc7\u8bed\u4e49\u5206\u6790\u5b8c\u6210<strong>\u8868\u683c\u63d0\u53d6<\/strong>\u3002\u8fd9\u79cd\u65e0\u611f\u77e5\u7684\u8f6c\u6362\u4f53\u9a8c\uff0c\u6b63\u662f\u5f88\u591aSaaS\u4ea7\u54c1\u8ffd\u6c42\u7684\u76ee\u6807\u3002<\/p>\n<p>\u5bf9\u4e8e\u6709\u4e8c\u6b21\u5f00\u53d1\u9700\u6c42\u7684\u56e2\u961f\u6765\u8bf4\uff0c\u7406\u89e3\u5176\u6570\u636e\u6d41\u5f88\u6709\u5e2e\u52a9\u3002\u4ee5\u4e0b\u662f\u4e00\u6bb5\u6a21\u62df\u540e\u7aef\u5904\u7406\u6d41\u7a0b\u7684Python\u4f2a\u4ee3\u7801\uff0c\u5c55\u793a\u4e86\u4ece\u56fe\u50cf\u8f93\u5165\u5230\u7ed3\u6784\u5316\u8f93\u51fa\u7684\u5178\u578b\u8def\u5f84\uff0c\u4f60\u53ef\u4ee5\u76f4\u63a5\u62ff\u53bb\u6539\u9020\u81ea\u5df1\u7684\u722c\u866b\u811a\u672c\uff1a<\/p>\n<div class=\"card mb-4 shadow-sm\">\n<div class=\"card-body p-0\">\n<pre class=\"p-3 mb-0 bg-light rounded-3\" style=\"overflow-x:auto;\"><code class=\"language-python\"># \u7b80\u5316\u7248\u56fe\u50cf\u5904\u7406\u4e0e\u8868\u683c\u751f\u6210\u903b\u8f91\nimport cv2\nimport numpy as np\nfrom paddleocr import PaddleOCR\n\ndef image_to_structured_data(image_path):\n    # 1. \u7070\u5ea6\u5316\u4e0e\u4e8c\u503c\u5316\u589e\u5f3a\u5bf9\u6bd4\u5ea6\n    img = cv2.imread(image_path)\n    gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n    _, binary = cv2.threshold(gray, 150, 255, cv2.THRESH_BINARY_INV)\n    \n    # 2. \u8c03\u7528OCR\u6a21\u578b\u63d0\u53d6\u6587\u672c\u5750\u6807\u4e0e\u5185\u5bb9\n    ocr = PaddleOCR(use_angle_cls=True, lang='ch')\n    result = ocr.ocr(image_path, cls=True)\n    \n    # 3. \u57fa\u4e8e\u7a7a\u95f4\u5750\u6807\u805a\u7c7b\u91cd\u5efa\u8868\u683c\u7ed3\u6784\n    rows = cluster_by_y_coordinate(result[0])\n    return convert_to_dataframe(rows)<\/code><\/pre>\n<\/div>\n<\/div>\n<h4 class=\"mt-4 mb-3\">\u573a\u666f\u9002\u914d\uff1a\u4e0d\u540c\u683c\u5f0f\u7684\u8f6c\u6362\u5dee\u5f02\u5bf9\u7167<\/h4>\n<p>\u5b9e\u9645\u5de5\u4f5c\u4e2d\uff0c\u6e90\u6587\u4ef6\u7684\u6750\u8d28\u5dee\u5f02\u5f88\u5927\u3002\u4e3a\u4e86\u5e2e\u4f60\u5feb\u901f\u5339\u914d\u65b9\u6848\uff0c\u6574\u7406\u4e86\u8fd9\u4efd\u5e38\u89c1\u683c\u5f0f\u7684\u8f6c\u6362\u8868\u73b0\u53c2\u8003\uff1a<\/p>\n<div class=\"table-responsive mb-4\">\n<table class=\"table table-bordered table-hover align-middle\">\n<thead class=\"table-dark\">\n<tr>\n<th scope=\"col\">\u6e90\u6587\u4ef6\u7c7b\u578b<\/th>\n<th scope=\"col\">\u8bc6\u522b\u96be\u70b9<\/th>\n<th scope=\"col\">\u63a8\u8350\u7b56\u7565<\/th>\n<th scope=\"col\">\u9884\u671f\u6548\u679c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>JPG\/PNG \u622a\u56fe<\/td>\n<td>\u538b\u7f29\u566a\u70b9\u591a\uff0c\u6587\u5b57\u8fb9\u7f18\u6a21\u7cca<\/td>\n<td>\u5148\u9510\u5316\u5904\u7406\u518d\u4e0a\u4f20<\/td>\n<td><span class=\"badge bg-success\">\u9ad8<\/span> \u9002\u5408\u6e05\u6670\u6392\u7248<\/td>\n<\/tr>\n<tr>\n<td>\u5fae\u4fe1\u56fe\u7247\u8f6cexcel<\/td>\n<td>\u5e26\u6709\u804a\u5929\u754c\u9762\u6c34\u5370\u4e0e\u6c14\u6ce1<\/td>\n<td>\u88c1\u526a\u5bf9\u8bdd\u533a\u57df\u4ec5\u7559\u6570\u636e<\/td>\n<td><span class=\"badge bg-warning text-dark\">\u4e2d<\/span> \u9700\u624b\u52a8\u6838\u5bf9\u5217\u5bbd<\/td>\n<\/tr>\n<tr>\n<td>\u626b\u63cf\u7248PDF\u8f6c\u56fe\u7247<\/td>\n<td>\u7eb8\u5f20\u8936\u76b1\u5bfc\u81f4\u900f\u89c6\u53d8\u5f62<\/td>\n<td>\u4f7f\u7528\u900f\u89c6\u6821\u6b63\u5de5\u5177\u62c9\u5e73<\/td>\n<td><span class=\"badge bg-danger\">\u4f4e<\/span> \u5efa\u8bae\u91cd\u65b0\u6253\u5370\u626b\u63cf<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<ul class=\"list-unstyled mb-3 ps-3\">\n<li class=\"mb-2\">\ud83d\udd39 \u4f18\u5148\u4f7f\u7528\u65e0\u635fPNG\u6216TIFF\u683c\u5f0f\u4e0a\u4f20\uff0c\u907f\u514dJPEG\u538b\u7f29\u635f\u5931\u7ec6\u8282<\/li>\n<li class=\"mb-2\">\ud83d\udd39 \u9047\u5230\u8de8\u9875\u8868\u683c\u65f6\uff0c\u624b\u52a8\u6dfb\u52a0\u5206\u9875\u7b26\u6807\u8bb0\u53ef\u5927\u5e45\u63d0\u5347\u5408\u5e76\u5355\u5143\u683c\u8fd8\u539f\u7387<\/li>\n<li>\ud83d\udd39 \u5bfc\u51fa\u540e\u52a1\u5fc5\u8fd0\u884c\u4e00\u6b21\u6570\u636e\u9a8c\u8bc1\u811a\u672c\uff0c\u8fc7\u6ee4OCR\u53ef\u80fd\u4ea7\u751f\u7684\u4e71\u7801\u5b57\u7b26<\/li>\n<\/ul>\n<p>\u5982\u679c\u4f60\u6b63\u5728\u5bfb\u627e<strong>\u56fe\u7247\u8f6cexcel\u5728\u7ebf\u514d\u8d39<\/strong>\u4e14\u4e0d\u5e26\u5f3a\u5236\u4e0b\u8f7d\u95e8\u69db\u7684\u65b9\u6848\uff0c\u4e0a\u8ff0\u5de5\u5177\u7684\u65e0\u5934\u6d4f\u89c8\u5668\u6a21\u5f0f\u503c\u5f97\u8ddf\u8fdb\u3002\u5f88\u591a\u8001\u9879\u76ee\u8fc1\u79fb\u65f6\uff0c\u4f1a\u9047\u5230\u5927\u91cf\u5386\u53f2\u9057\u7559\u7684<strong>\u56fe\u7247\u8f6c\u6362\u6210excel<\/strong>\u9700\u6c42\uff0c\u8fd9\u65f6\u5019\u81ea\u52a8\u5316\u811a\u672c\u7684\u4f18\u52bf\u5c31\u51f8\u663e\u51fa\u6765\u4e86\u3002\u901a\u8fc7\u914d\u7f6e\u5b9a\u65f6\u4efb\u52a1\uff0c\u53ef\u4ee5\u8ba9\u7cfb\u7edf\u6bcf\u5929\u51cc\u6668\u81ea\u52a8\u6293\u53d6\u6307\u5b9a\u6587\u4ef6\u5939\u7684\u5feb\u7167\uff0c\u6279\u91cf\u6267\u884c<strong>\u56fe\u7247\u8f6cexcel 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