{"id":1146,"date":"2026-07-09T18:24:51","date_gmt":"2026-07-09T18:24:51","guid":{"rendered":"https:\/\/blog.nimail.cn\/?p=1146"},"modified":"2026-07-09T18:24:51","modified_gmt":"2026-07-09T18:24:51","slug":"%e5%a6%82%e4%bd%95%e6%8a%8a%e5%9b%be%e7%89%87%e8%bd%ac%e6%8d%a2%e6%88%90excel%e8%a1%a8%e6%a0%bc-%e8%bf%99%e6%ac%be%e5%9c%a8%e7%ba%bf%e5%b7%a5%e5%85%b7%e7%9c%9f%e9%a6%99","status":"publish","type":"post","link":"https:\/\/blog.nimail.cn\/best-articles\/%e5%a6%82%e4%bd%95%e6%8a%8a%e5%9b%be%e7%89%87%e8%bd%ac%e6%8d%a2%e6%88%90excel%e8%a1%a8%e6%a0%bc-%e8%bf%99%e6%ac%be%e5%9c%a8%e7%ba%bf%e5%b7%a5%e5%85%b7%e7%9c%9f%e9%a6%99\/","title":{"rendered":"\u5982\u4f55\u628a\u56fe\u7247\u8f6c\u6362\u6210Excel\u8868\u683c\uff1f\u8fd9\u6b3e\u5728\u7ebf\u5de5\u5177\u771f\u9999"},"content":{"rendered":"<p>\u65e5\u5e38\u8fd0\u7ef4\u548c\u6570\u636e\u5206\u6790\u65f6\uff0c\u6700\u5934\u75bc\u7684\u5c31\u662f\u62ff\u5230\u4e00\u5806\u622a\u56fe\u6216\u626b\u63cf\u4ef6\uff0c\u8fd8\u5f97\u4e00\u4e2a\u4e2a\u5b57\u7b26\u6572\u8fdbExcel\u3002\u4ee5\u524d\u6211\u603b\u89c9\u5f97\u9760OCR\u52a0\u6b63\u5219\u5c31\u80fd\u641e\u5b9a\uff0c\u540e\u6765\u53d1\u73b0\u8fb9\u7f18\u60c5\u51b5\u592a\u591a\uff0c\u6392\u7248\u9519\u4e71\u7b80\u76f4\u662f\u5669\u68a6\u3002\u73b0\u5728\u5927\u5bb6\u66f4\u503e\u5411\u4e8e\u7528\u73b0\u6210\u7684<strong>\u5728\u7ebf\u56fe\u7247\u8f6c\u8868\u683c<\/strong>\u670d\u52a1\uff0c\u4e0d\u4ec5\u7701\u65f6\u95f4\uff0c\u51c6\u786e\u7387\u8fd8\u9ad8\u5f97\u79bb\u8c31\u3002<\/p>\n<h2>\u544a\u522b\u624b\u52a8\u6572\u5b57\uff0c\u6280\u672f\u80cc\u540e\u7684\u5b9e\u73b0\u8def\u5f84<\/h2>\n<p>\u4f5c\u4e3a\u7ecf\u5e38\u8ddf\u6570\u636e\u6253\u4ea4\u9053\u7684\u5f00\u53d1\u8005\uff0c\u6211\u4e60\u60ef\u5148\u6478\u6e05\u5e95\u5c42\u7684\u5904\u7406\u903b\u8f91\u3002\u5176\u5b9e\u73b0\u5728\u7684<strong>\u56fe\u7247\u8bc6\u522b\u8868\u683c<\/strong>\u65b9\u6848\u65e9\u5c31\u4e0d\u662f\u7b80\u5355\u7684Tesseract\u4e86\uff0c\u4e3b\u6d41\u90fd\u662f\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u7248\u9762\u5206\u6790\u914d\u5408\u795e\u7ecf\u7f51\u7edc\u6587\u5b57\u8bc6\u522b\u3002\u540e\u7aef\u901a\u5e38\u4f1a\u628a\u4e0a\u4f20\u7684jpg\u6216png\u5207\u7247\uff0c\u63d0\u53d6\u884c\u5217\u7ed3\u6784\uff0c\u6700\u540e\u901a\u8fc7openpyxl\u5e93\u751f\u6210\u6807\u51c6\u683c\u5f0f\u3002<\/p>\n<pre><code class=\"language-python\">import cv2\nimport pandas as pd\nfrom paddleocr import PaddleOCR\n\n# \u521d\u59cb\u5316OCR\u5f15\u64ce\uff0c\u9488\u5bf9\u4e2d\u6587\u62a5\u8868\u4f18\u5316\nocr = PaddleOCR(use_angle_cls=True, lang='ch')\nimg_path = 'report.jpg'\nresult = ocr.ocr(img_path, cls=True)\n\ndef extract_table_structure(boxes, texts):\n    # \u6a21\u62df\u884c\u5217\u805a\u7c7b\u903b\u8f91\n    rows = []\n    current_row = []\n    last_y = 0\n    for box, text in zip(boxes, texts):\n        y_center = sum(p[1] for p in box[0]) \/ 4\n        if abs(y_center - last_y) > 15: # \u6362\u884c\u9608\u503c\n            rows.append(current_row)\n            current_row = []\n            last_y = y_center\n        current_row.append(text)\n    return [pd.DataFrame([r]) for r in rows]\n\ndfs = extract_table_structure(result[0][0], result[0][1])\nfor df in dfs:\n    print(df.to_string())<\/code><\/pre>\n<p>\u8fd9\u6bb5\u4ee3\u7801\u5c55\u793a\u4e86\u6838\u5fc3\u6d41\u7a0b\uff1a\u5148\u5b9a\u4f4d\u5355\u5143\u683c\u8fb9\u754c\uff0c\u518d\u586b\u5145\u5185\u5bb9\u3002\u5982\u679c\u4f60\u81ea\u5df1\u5199\u811a\u672c\uff0c\u8fd8\u8981\u5904\u7406\u5408\u5e76\u5355\u5143\u683c\u3001\u8de8\u9875\u65ad\u884c\u8fd9\u4e9b\u53cd\u4eba\u7c7b\u8bbe\u8ba1\u3002\u4e0e\u5176\u82b1\u51e0\u5929\u8c03\u53c2\uff0c\u4e0d\u5982\u76f4\u63a5\u7528\u6210\u719f\u7684API\u6216\u7f51\u9875\u7aef\u5de5\u5177\u3002<strong>\u56fe\u7247\u8f6cexcel\u5728\u7ebf\u514d\u8d39<\/strong>\u7684\u65b9\u6848\u76ee\u524d\u975e\u5e38\u6210\u719f\uff0c\u5c24\u5176\u662f\u9488\u5bf9\u4e2d\u6587\u62a5\u8868\u7684\u4f18\u5316\uff0c\u57fa\u672c\u80fd\u505a\u5230\u50cf\u7d20\u7ea7\u8fd8\u539f\u3002<\/p>\n<h2>\u5b9e\u6d4b\u5206\u4eab\uff1a\u4e3a\u4ec0\u4e48\u6211\u6700\u8fd1\u90fd\u5728\u7528\u8fd9\u4e2a\u94fe\u63a5\uff1f<\/h2>\n<p>\u4e0a\u5468\u6574\u7406\u4e86\u4e00\u6279\u8d22\u52a1\u90e8\u7684\u62a5\u9500\u5355\u622a\u56fe\uff0c\u6b63\u597d\u62ff\u6765\u6d4b\u8bd5\u51e0\u6b3e\u5de5\u5177\u3002\u6700\u7ec8\u9501\u5b9a\u5728 <a href=\"https:\/\/www.nimail.cn\/img-tools\/image-to-excel.html\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.nimail.cn\/img-tools\/image-to-excel.html<\/a>\uff0c\u987a\u624b\u5206\u4eab\u4e00\u4e0b\u4f7f\u7528\u4f53\u9a8c\u3002\u5b83\u7684\u754c\u9762\u5f88\u5e72\u51c0\uff0c\u6ca1\u6709\u4e71\u4e03\u516b\u7cdf\u7684\u5e7f\u544a\u5f39\u7a97\uff0c\u62d6\u62fd\u4e0a\u4f20\u540e\u7cfb\u7edf\u4f1a\u81ea\u52a8\u8fdb\u884c<strong>\u8868\u683c\u63d0\u53d6<\/strong>\u3002<\/p>\n<div class=\"alert alert-info\" role=\"alert\">\n  \ud83d\udca1 <strong>\u63d0\u793a\uff1a<\/strong>\u5bf9\u4e8e\u590d\u6742\u7684\u8d22\u52a1\u62a5\u8868\uff0c\u5efa\u8bae\u4e0a\u4f20\u524d\u88c1\u526a\u6389\u65e0\u5173\u7684\u9875\u7709\u9875\u811a\uff0c\u80fd\u5927\u5e45\u63d0\u5347\u8bc6\u522b\u7cbe\u5ea6\u3002\n<\/div>\n<p>\u6211\u7279\u610f\u627e\u4e86\u4e00\u5f20\u5e26\u6709\u591a\u7ea7\u8868\u5934\u548c\u659c\u7ebf\u8868\u5934\u7684<strong>\u7167\u7247\u8f6cexcel<\/strong>\u6837\u672c\u8fdb\u884c\u6d4b\u8bd5\u3002\u52a0\u8f7d\u5927\u6982\u4e09\u79d2\uff0c\u524d\u7aef\u76f4\u63a5\u6e32\u67d3\u51fa\u53ef\u7f16\u8f91\u7684\u9884\u89c8\u56fe\u3002\u5bf9\u6bd4\u4e86\u4e00\u4e0b\uff0c<strong>\u56fe\u7247\u8f6c\u6362\u8868\u683c<\/strong>\u7684\u9519\u4f4d\u7387\u51e0\u4e4e\u4e3a\u96f6\uff0c\u8fde\u9690\u85cf\u7684\u7f51\u683c\u7ebf\u90fd\u4fdd\u7559\u5f97\u5f88\u5b8c\u6574\u3002\u70b9\u51fb\u5bfc\u51fa\uff0c\u76f4\u63a5\u4e0b\u8f7d\u6807\u51c6\u7684.xlsx\u6587\u4ef6\uff0c\u540e\u7eed\u5728WPS\u91cc\u8c03\u6574\u683c\u5f0f\u6beb\u65e0\u538b\u529b\u3002<\/p>\n<table class=\"table table-striped table-bordered align-middle w-100\">\n<thead class=\"table-dark\">\n<tr>\n<th scope=\"col\">\u529f\u80fd\u7ef4\u5ea6<\/th>\n<th scope=\"col\">\u4f20\u7edfOCR\u811a\u672c<\/th>\n<th scope=\"col\">\u672c\u5de5\u5177\u5b9e\u6d4b\u8868\u73b0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u591a\u8bed\u8a00\u652f\u6301<\/td>\n<td>\u9700\u624b\u52a8\u914d\u7f6e\u6a21\u578b<\/td>\n<td>\u5168\u81ea\u52a8\u4e2d\u82f1\u6df7\u5408\u8bc6\u522b <span class=\"badge bg-success\">\u4f18\u79c0<\/span><\/td>\n<\/tr>\n<tr>\n<td>\u590d\u6742\u6392\u7248\u517c\u5bb9<\/td>\n<td>\u6781\u6613\u9519\u884c\u9519\u4f4d<\/td>\n<td>\u667a\u80fd\u5bf9\u9f50\u7f51\u683c\u7ebf <span class=\"badge bg-primary\">\u7cbe\u51c6<\/span><\/td>\n<\/tr>\n<tr>\n<td>\u5bfc\u51fa\u683c\u5f0f<\/td>\n<td>CSV\/TXT\u4e3a\u4e3b<\/td>\n<td>\u539f\u751fxlsx\/ods\u76f4\u51fa <span class=\"badge bg-info\">\u4fbf\u6377<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5f88\u591a\u4eba\u95ee<strong>\u5982\u4f55\u5c06\u56fe\u7247\u8f6c\u4e3a\u8868\u683c<\/strong>\u624d\u6700\u5feb\uff1f\u5176\u5b9e\u7b54\u6848\u5f88\u7b80\u5355\uff1a\u522b\u6298\u817e\u672c\u5730\u73af\u5883\u90e8\u7f72\uff0c\u4e91\u7aef\u7b97\u529b\u6c38\u8fdc\u6bd4\u4f60\u7684\u7b14\u8bb0\u672c\u5f3a\u3002\u8fd9\u6b3e\u5de5\u5177\u652f\u6301\u6279\u91cf\u5904\u7406\uff0c\u540e\u53f0\u961f\u5217\u6392\u961f\u4e5f\u4e0d\u5361\u987f\u3002\u5bf9\u4e8e\u7ecf\u5e38\u9700\u8981\u5904\u7406<strong>\u5fae\u4fe1\u56fe\u7247\u8f6cexcel<\/strong>\u7684\u9500\u552e\u56e2\u961f\u6216\u8005\u884c\u653f\u4eba\u5458\u6765\u8bf4\uff0c\u76f4\u63a5\u628a\u804a\u5929\u622a\u56fe\u4e22\u8fdb\u53bb\uff0c\u51e0\u5206\u949f\u5c31\u80fd\u8dd1\u5b8c\u6574\u4e2a\u6708\u7684\u6570\u636e\u3002<\/p>\n<div class=\"card mb-3 border-success w-100\">\n<div class=\"card-header bg-transparent\">\n    \ud83d\udd27 \u5f00\u53d1\u8005\u5c0f\u8d34\u58eb\n  <\/div>\n<ul class=\"list-group list-group-flush\">\n<li class=\"list-group-item\">\u9047\u5230\u4f4e\u5206\u8fa8\u7387\u626b\u63cf\u4ef6\u65f6\uff0c\u5148\u7528\u56fe\u50cf\u589e\u5f3a\u7b97\u6cd5\u63d0\u4eae\u5bf9\u6bd4\u5ea6\u518d\u4e0a\u4f20<\/li>\n<li class=\"list-group-item\">\u652f\u6301jpg\u8f6cexcel\u548cpng\u8f6cexcel\uff0c\u900f\u660e\u80cc\u666f\u4e0d\u4f1a\u5e72\u6270\u884c\u5217\u5224\u5b9a<\/li>\n<li class=\"list-group-item\">\u6279\u91cf\u4efb\u52a1\u5efa\u8bae\u5728\u591c\u95f4\u6267\u884c\uff0c\u907f\u5f00\u7f51\u7edc\u9ad8\u5cf0\u65f6\u6bb5\u63d0\u5347\u541e\u5410\u91cf<\/li>\n<\/ul>\n<\/div>\n<p>\u53e6\u5916\u503c\u5f97\u4e00\u63d0\u7684\u662f\u5b83\u7684\u9690\u79c1\u4fdd\u62a4\u673a\u5236\u3002\u6587\u4ef6\u4f20\u8f93\u5168\u7a0b\u8d70HTTPS\u52a0\u5bc6\uff0c\u670d\u52a1\u5668\u7aef\u91c7\u7528\u5185\u5b58\u76f4\u8bfb\u6a21\u5f0f\uff0c\u5904\u7406\u5b8c\u81ea\u52a8\u9500\u6bc1\u7f13\u5b58\u3002\u8fd9\u70b9\u5bf9\u6d89\u53ca\u654f\u611f\u6570\u636e\u7684\u573a\u666f\u7279\u522b\u91cd\u8981\u3002<strong>\u56fe\u7247\u8f6c\u8868\u683c\u514d\u8d39<\/strong>\u4e0d\u4ee3\u8868\u8d28\u91cf\u6253\u6298\uff0c\u53cd\u800c\u56e0\u4e3a\u53bb\u9664\u4e86\u5197\u4f59\u7684\u8ba2\u9605\u5236\u5957\u8def\uff0c\u628a\u7b97\u529b\u5168\u7838\u5728\u4e86\u7b97\u6cd5\u4f18\u5316\u4e0a\u3002\u4e0b\u6b21\u518d\u9047\u5230\u6ee1\u5c4f\u7684\u6570\u5b57\u622a\u56fe\uff0c\u76f4\u63a5\u6253\u5f00\u6d4f\u89c8\u5668\u89e3\u51b3\uff0c\u771f\u7684\u9999\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd8\u5728\u4e3a\u624b\u52a8\u5f55\u5165\u62a5\u8868\u71ac\u591c\uff1f\u672c\u6587\u4ece\u5f00\u53d1\u8005\u89c6\u89d2\u62c6\u89e3\u56fe\u7247\u8f6cExcel\u7684\u6838\u5fc3\u6280\u672f\uff0c\u5b9e\u6d4b\u63a8\u8350\u4e00\u6b3e\u9ad8\u6548\u514d\u8d39\u7684\u5728\u7ebf\u8f6c\u6362\u5de5\u5177\uff0c\u9644Python\u89e3\u6790\u4ee3\u7801\uff0c\u5e2e\u4f60\u5f7b\u5e95\u89e3\u653e\u53cc\u624b\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":[333,334,403],"class_list":["post-1146","post","type-post","status-publish","format-standard","hentry","category-best-articles","tag-excel"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5982\u4f55\u628a\u56fe\u7247\u8f6c\u6362\u6210Excel\u8868\u683c\uff1f\u8fd9\u6b3e\u5728\u7ebf\u5de5\u5177\u771f\u9999 - nimail blog<\/title>\n<meta name=\"description\" content=\"\u8fd8\u5728\u4e3a\u624b\u52a8\u5f55\u5165\u62a5\u8868\u71ac\u591c\uff1f\u672c\u6587\u4ece\u5f00\u53d1\u8005\u89c6\u89d2\u62c6\u89e3\u56fe\u7247\u8f6cExcel\u7684\u6838\u5fc3\u6280\u672f\uff0c\u5b9e\u6d4b\u63a8\u8350\u4e00\u6b3e\u9ad8\u6548\u514d\u8d39\u7684\u5728\u7ebf\u8f6c\u6362\u5de5\u5177\uff0c\u9644Python\u89e3\u6790\u4ee3\u7801\uff0c\u5e2e\u4f60\u5f7b\u5e95\u89e3\u653e\u53cc\u624b\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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