{"id":1173,"date":"2026-07-17T06:24:46","date_gmt":"2026-07-17T06:24:46","guid":{"rendered":"https:\/\/blog.nimail.cn\/?p=1173"},"modified":"2026-07-17T06:24:46","modified_gmt":"2026-07-17T06:24:46","slug":"%e5%91%8a%e5%88%ab%e6%89%8b%e5%8a%a8%e5%bd%95%e5%85%a5-%e9%ab%98%e6%95%88%e5%ae%9e%e7%8e%b0%e5%9b%be%e7%89%87%e8%bd%acexcel%e7%9a%84%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e6%89%8b%e5%8a%a8%e5%bd%95%e5%85%a5-%e9%ab%98%e6%95%88%e5%ae%9e%e7%8e%b0%e5%9b%be%e7%89%87%e8%bd%acexcel%e7%9a%84%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97\/","title":{"rendered":"\u544a\u522b\u624b\u52a8\u5f55\u5165\uff01\u9ad8\u6548\u5b9e\u73b0\u56fe\u7247\u8f6cExcel\u7684\u5b9e\u6218\u6307\u5357"},"content":{"rendered":"<h2>\u544a\u522b\u6b7b\u78d5\u952e\u76d8\uff0c\u8ba9\u6570\u636e\u81ea\u52a8\u6d41\u52a8\u8d77\u6765<\/h2>\n<p>\u505a\u540e\u7aef\u5f00\u53d1\u548c\u6570\u636e\u6e05\u6d17\u8fd9\u51e0\u5e74\uff0c\u6211\u6700\u70e6\u7684\u5c31\u662f\u63a5\u8fc7\u6765\u7684\u9700\u6c42\u91cc\u603b\u5939\u6742\u7740\u5404\u79cd\u622a\u56fe\u3001\u626b\u63cf\u4ef6\u6216\u8005\u804a\u5929\u8bb0\u5f55\u91cc\u7684\u4e1a\u52a1\u6e05\u5355\u3002\u4ee5\u524d\u53ea\u80fd\u5bf9\u7740\u5c4f\u5e55\u4e00\u884c\u884c\u6572\uff0c\u6548\u7387\u4f4e\u5f97\u8ba9\u4eba\u6000\u7591\u4eba\u751f\u3002\u73b0\u5728\u884c\u4e1a\u91cc\u65e9\u5c31\u5377\u5230\u76f4\u63a5\u7528<strong>\u5728\u7ebf\u56fe\u7247\u8f6c\u8868\u683c<\/strong>\u5de5\u5177\u4e86\uff0c\u4e0d\u7ba1\u662f\u624b\u673a\u62cd\u7684\u7ecf\u8425\u62a5\u8868\u8fd8\u662f\u7535\u8111\u622a\u56fe\u91cc\u7684\u660e\u7ec6\uff0c\u53ea\u8981\u62d6\u8fdb\u53bb\u5c31\u80fd\u79d2\u53d8\u53ef\u7f16\u8f91\u7684\u7ed3\u6784\u5316\u6570\u636e\u3002\u4f60\u80af\u5b9a\u597d\u5947<strong>\u5982\u4f55\u5c06\u56fe\u7247\u8f6c\u4e3a\u8868\u683c<\/strong>\uff0c\u5176\u5b9e\u6838\u5fc3\u5c31\u4e24\u6b65\uff1a\u5148\u901a\u8fc7OCR\u6280\u672f\u628a\u50cf\u7d20\u70b9\u8ba4\u6210\u6587\u5b57\uff0c\u518d\u7528\u7b97\u6cd5\u8fd8\u539f\u884c\u5217\u5173\u7cfb\u3002\u5e02\u9762\u4e0a\u53f7\u79f0<strong>\u514d\u8d39\u56fe\u7247\u8f6cexcel<\/strong>\u7684\u5de5\u5177\u4e0d\u5c11\uff0c\u4f46\u5f88\u591a\u8981\u4e48\u5e26\u6c34\u5370\uff0c\u8981\u4e48\u6392\u7248\u9519\u4e71\uff0c\u771f\u6b63\u80fd\u7a33\u5b9a\u843d\u5730\u7684\u8fd8\u5f97\u770b\u5e95\u5c42\u5f15\u64ce\u7684\u8bc6\u522b\u7387\u3002<\/p>\n<div class=\"alert alert-success w-100\" role=\"alert\">\n  \ud83d\udca1 <strong>\u5f00\u53d1\u8005\u5efa\u8bae\uff1a<\/strong>\u9047\u5230\u590d\u6742\u7248\u5f0f\uff08\u6bd4\u5982\u5408\u5e76\u5355\u5143\u683c\u6216\u8de8\u9875\u8868\u683c\uff09\uff0c\u5c3d\u91cf\u88c1\u526a\u51fa\u6838\u5fc3\u533a\u57df\u518d\u4e0a\u4f20\u3002\u63a8\u8350\u8bd5\u8bd5 <a href=\"https:\/\/www.nimail.cn\/img-tools\/image-to-excel.html\" target=\"_blank\" rel=\"noopener\">nimail\u7684\u56fe\u7247\u8f6c\u8868\u683c\u5de5\u5177<\/a>\uff0c\u5b83\u7684\u5e03\u5c40\u8fd8\u539f\u5ea6\u5728\u540c\u7c7b\u65b9\u6848\u91cc\u8868\u73b0\u5f88\u7a33\uff0c\u5c24\u5176\u9002\u5408\u5904\u7406 <strong>\u5fae\u4fe1\u56fe\u7247\u8f6cexcel<\/strong> \u8fd9\u79cd\u9ad8\u9891\u573a\u666f\u3002\n<\/div>\n<h3>\u6252\u5f00\u9ed1\u76d2\uff1a\u5e95\u5c42\u662f\u600e\u4e48\u8dd1\u901a\u7684<\/h3>\n<p>\u5982\u679c\u4f60\u662f\u4e2a\u559c\u6b22\u6298\u817e\u6280\u672f\u7684\u540c\u884c\uff0c\u53ef\u80fd\u4f1a\u60f3\u81ea\u5df1\u52a8\u624b\u642d\u4e2a\u6d41\u6c34\u7ebf\u3002\u5176\u5b9e\u539f\u7406\u5e76\u4e0d\u7384\u4e4e\uff0c\u672c\u8d28\u5c31\u662f\u56fe\u50cf\u9884\u5904\u7406\u52a0\u6587\u672c\u68c0\u6d4b\u52a0\u7248\u9762\u5206\u6790\u3002\u6211\u7528Python\u5199\u8fc7\u7c7b\u4f3c\u7684\u6279\u5904\u7406\u811a\u672c\uff0c\u6838\u5fc3\u4f9d\u8d56PaddleOCR\u505a\u6587\u5b57\u5b9a\u4f4d\uff0c\u7136\u540e\u7ed3\u5408OpenCV\u627e\u7f51\u683c\u7ebf\uff0c\u6700\u540e\u7528pandas\u5bfc\u51faCSV\u3002\u4e0b\u9762\u8fd9\u6bb5\u4f2a\u4ee3\u7801\u5c55\u793a\u4e86\u6700\u57fa\u7840\u7684\u903b\u8f91\u6d41\uff0c\u8dd1\u901a\u5b83\u4f60\u5c31\u80fd\u660e\u767d<strong>\u56fe\u7247\u63d0\u53d6\u8868\u683c<\/strong>\u5230\u5e95\u5728\u7b97\u4ec0\u4e48\uff1a<\/p>\n<div class=\"card w-100 mb-3\">\n<div class=\"card-body p-0\">\n<pre class=\"mb-0 p-3 bg-light rounded w-100\" style=\"width:100%;overflow-x:auto;\"><code># \u7b80\u6613\u56fe\u7247\u8f6cExcel\u6d41\u7a0b\u793a\u610f\nimport cv2\nimport paddleocr\nimport pandas as pd\n\ndef image_to_excel(img_path):\n    # 1. \u8bfb\u53d6\u5e76\u7070\u5ea6\u5316\n    img = cv2.imread(img_path)\n    gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n    \n    # 2. OCR\u8bc6\u522b\u6587\u5b57\u53ca\u5750\u6807\n    ocr = PaddleOCR(use_angle_cls=True, lang='ch')\n    result = ocr.ocr(gray, cls=True)[0]\n    \n    # 3. \u8fc7\u6ee4\u6709\u6548\u6846\uff0c\u6309Y\u8f74\u805a\u7c7b\u5206\u884c\uff0cX\u8f74\u6392\u5e8f\u5206\u5217\n    boxes = [line[0] for line in result if line[1][1] > 0.6]\n    lines_data = group_by_rows(boxes) \n    formatted_data = sort_columns(lines_data)\n    \n    # 4. \u5199\u5165Excel\n    df = pd.DataFrame(formatted_data)\n    df.to_excel(\"output.xlsx\", index=False)\n    return \"success\"<\/code><\/pre>\n<\/p><\/div>\n<\/div>\n<p>\u4ee3\u7801\u867d\u7136\u53ea\u6709\u5341\u51e0\u884c\uff0c\u4f46\u5b9e\u9645\u843d\u5730\u65f6\u5904\u7406\u503e\u659c\u3001\u9634\u5f71\u3001\u591a\u680f\u6df7\u6392\u624d\u662f\u5927\u5934\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u5927\u5bb6\u66f4\u503e\u5411\u4e8e\u76f4\u63a5\u7528\u73b0\u6210\u7684<strong>\u56fe\u7247\u8f6cexcel\u5728\u7ebf\u514d\u8d39<\/strong>\u670d\u52a1\u3002\u5546\u4e1a\u7ea7\u5de5\u5177\u4f1a\u5728GPU\u670d\u52a1\u5668\u4e0a\u9884\u8bad\u7ec3\u597d\u7248\u9762\u89e3\u6790\u6a21\u578b\uff0c\u8fde<code>jpg\u8f6cexcel<\/code>\u8fd9\u79cd\u5e38\u89c1\u8bc9\u6c42\u90fd\u80fd\u505a\u5230\u6beb\u79d2\u7ea7\u54cd\u5e94\u3002\u5bf9\u4e8e\u975e\u79d1\u73ed\u51fa\u8eab\u7684\u670b\u53cb\uff0c\u5b8c\u5168\u6ca1\u5fc5\u8981\u5728\u73af\u5883\u914d\u7f6e\u4e0a\u6d6a\u8d39\u65f6\u95f4\u3002\u76f4\u63a5\u628a\u6587\u4ef6\u4e22\u8fdb\u652f\u6301<strong>\u56fe\u7247\u8f6c\u6362\u8868\u683c<\/strong>\u7684Web\u7aef\u540e\u53f0\uff0c\u7b49\u8fdb\u5ea6\u6761\u8d70\u5b8c\u4e0b\u8f7d\u5373\u53ef\u3002\u6574\u4e2a\u8fc7\u7a0b\u5c31\u50cf\u7ed9\u7167\u7247\u5957\u4e86\u4e2a\u667a\u80fd\u6ee4\u955c\uff0c<strong>\u7167\u7247\u8f6cexcel<\/strong>\u7684\u95e8\u69db\u76f4\u63a5\u88ab\u62b9\u5e73\u3002<\/p>\n<h3>\u907f\u5751\u6307\u5357\u4e0e\u9009\u578b\u5bf9\u6bd4<\/h3>\n<p>\u7f51\u4e0a\u641c\u201c<strong>\u600e\u4e48\u628a\u56fe\u7247\u8f6c\u6210excel<\/strong>\u201d\uff0c\u51fa\u6765\u7684\u7ed3\u679c\u4e94\u82b1\u516b\u95e8\u3002\u6211\u8e29\u8fc7\u51e0\u4e2a\u5178\u578b\u7684\u5751\uff0c\u6574\u7406\u6210\u5bf9\u6bd4\u8868\u4f9b\u53c2\u8003\uff1a<\/p>\n<table class=\"table table-bordered w-100 mb-4\">\n<thead class=\"table-dark\">\n<tr>\n<th scope=\"col\">\u8bc4\u4f30\u7ef4\u5ea6<\/th>\n<th scope=\"col\">\u4f20\u7edf\u672c\u5730\u8f6f\u4ef6<\/th>\n<th scope=\"col\">\u5728\u7ebf\u8bc6\u522b\u5e73\u53f0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u90e8\u7f72\u6210\u672c<\/td>\n<td>\u9700\u5b89\u88c5\u5e9e\u5927\u5957\u4ef6\uff0c\u5360\u7528\u5185\u5b58<\/td>\n<td>\u6d4f\u89c8\u5668\u6253\u5f00\u5373\u7528\uff0c\u65e0\u672c\u5730\u8d1f\u62c5<\/td>\n<\/tr>\n<tr>\n<td>\u683c\u5f0f\u517c\u5bb9\u6027<\/td>\n<td>\u4e3b\u8981\u652f\u6301PDF\u548c\u9ad8\u6e05\u626b\u63cf\u56fe<\/td>\n<td><strong>\u5168\u9762\u517c\u5bb9jpg\/png\/webp<\/strong>\uff0c\u79fb\u52a8\u7aef\u76f4\u4f20<\/td>\n<\/tr>\n<tr>\n<td>\u9690\u79c1\u5b89\u5168<\/td>\n<td>\u6570\u636e\u7559\u5b58\u672c\u673a\uff0c\u76f8\u5bf9\u53ef\u63a7<\/td>\n<td>\u6b63\u89c4\u5e73\u53f0\u901a\u5e38\u91c7\u7528\u4e34\u65f6\u5b58\u50a8\u673a\u5236\uff0c\u5904\u7406\u540e\u81ea\u52a8\u6e05\u9664<\/td>\n<\/tr>\n<tr>\n<td>\u6279\u91cf\u5904\u7406\u80fd\u529b<\/td>\n<td>\u53d7\u9650\u4e8e\u5355\u673a\u7b97\u529b<\/td>\n<td>\u4e91\u7aef\u961f\u5217\u5e76\u53d1\uff0c<strong>\u56fe\u7247\u8f6cexcel \u514d\u8d39<\/strong>\u989d\u5ea6\u901a\u5e38\u591f\u7528<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5f88\u591a\u4eba\u7ea0\u7ed3<strong>\u56fe\u7247\u8f6c\u8868\u683c\u5728\u7ebf\u514d\u8d39<\/strong>\u9760\u4e0d\u9760\u8c31\uff0c\u5176\u5b9e\u5173\u952e\u770b\u5382\u5546\u7684\u6280\u672f\u6808\u3002\u65e9\u671f\u7684\u5c0f\u4f5c\u574a\u7528\u7684\u662f\u8001\u65e7\u7684Tesseract\u5f15\u64ce\uff0c\u9047\u5230\u4e2d\u6587\u8868\u683c\u7ecf\u5e38\u628a\u7ad6\u7ebf\u8bc6\u522b\u6210\u6a2a\u7ebf\uff0c\u5bfc\u51fa\u6765\u5168\u662f\u9519\u4f4d\u7684\u6570\u636e\u3002\u73b0\u5728\u7684\u5934\u90e8\u65b9\u6848\u57fa\u672c\u90fd\u4e0a\u4e86\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u4e13\u95e8\u9488\u5bf9\u8d22\u52a1\u51ed\u8bc1\u3001\u7535\u5546\u8ba2\u5355\u3001\u8bfe\u7a0b\u8868\u8fd9\u4e9b\u9ad8\u9891\u6a21\u677f\u505a\u4e86\u5fae\u8c03\u3002\u6211\u5728\u65e5\u5e38\u5de5\u4f5c\u4e2d\u9047\u5230\u7d27\u6025\u7684<strong>\u8868\u683c\u56fe\u7247\u8f6cexcel<\/strong>\u9700\u6c42\uff0c\u57fa\u672c\u90fd\u662f\u76f4\u63a5\u6254\u7ed9\u7f51\u9875\u7aef\u5904\u7406\uff0c\u7701\u4e0b\u7684\u65f6\u95f4\u591f\u6211\u559d\u4e24\u676f\u5496\u5561\u4e86\u3002\u6bd5\u7adf<code>\u56fe\u7247\u8f6cexcel\u8868\u683c<\/code>\u7684\u6700\u7ec8\u76ee\u7684\u4e0d\u662f\u70ab\u6280\uff0c\u800c\u662f\u628a\u7cbe\u529b\u7559\u7ed9\u771f\u6b63\u7684\u4e1a\u52a1\u6d1e\u5bdf\u3002\u5f53\u4f60\u4e60\u60ef\u4e86\u8fd9\u79cd\u5de5\u4f5c\u6d41\uff0c\u5c31\u4f1a\u53d1\u73b0\u90a3\u4e9b\u66fe\u7ecf\u5934\u75bc\u7684<strong>jpg excel<\/strong>\u8f6c\u6362\u96be\u9898\uff0c\u4e0d\u8fc7\u662f\u4e00\u952e\u64cd\u4f5c\u7684\u77ac\u95f4\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd8\u5728\u4e3a\u624b\u52a8\u6572\u6570\u636e\u71ac\u591c\uff1f\u672c\u6587\u4ece\u5f00\u53d1\u8005\u89c6\u89d2\u62c6\u89e3\u56fe\u7247\u8f6cExcel\u7684\u5e95\u5c42\u903b\u8f91\uff0c\u5206\u4eab\u5f00\u6e90\u811a\u672c\u601d\u8def\u4e0e\u9ad8\u6548\u5728\u7ebf\u5de5\u5177\u5b9e\u6d4b\uff0c\u52a9\u4f60\u5f7b\u5e95\u544a\u522b\u91cd\u590d\u52b3\u52a8\uff0c\u8f7b\u677e\u5b9e\u73b0\u8868\u683c\u63d0\u53d6\u4e0e\u6279\u91cf\u5904\u7406\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[371,333,406],"class_list":["post-1173","post","type-post","status-publish","format-standard","hentry","category-best-articles","tag-371","tag-excel","tag-406"],"yoast_head":"<!-- This site is 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