{"id":1203,"date":"2026-07-25T00:24:50","date_gmt":"2026-07-25T00:24:50","guid":{"rendered":"https:\/\/blog.nimail.cn\/?p=1203"},"modified":"2026-07-25T00:24:50","modified_gmt":"2026-07-25T00:24:50","slug":"%e5%91%8a%e5%88%ab%e6%89%8b%e5%8a%a8%e6%95%b2%e5%87%bb-%e9%ab%98%e6%95%88%e5%ae%9e%e7%8e%b0%e5%9b%be%e7%89%87%e8%bd%acexcel%e7%9a%84%e7%bb%88%e6%9e%81%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%e6%95%b2%e5%87%bb-%e9%ab%98%e6%95%88%e5%ae%9e%e7%8e%b0%e5%9b%be%e7%89%87%e8%bd%acexcel%e7%9a%84%e7%bb%88%e6%9e%81%e6%8c%87%e5%8d%97\/","title":{"rendered":"\u544a\u522b\u624b\u52a8\u6572\u51fb\uff1a\u9ad8\u6548\u5b9e\u73b0\u56fe\u7247\u8f6cExcel\u7684\u7ec8\u6781\u6307\u5357"},"content":{"rendered":"<h2 class=\"fw-bold mb-3\">\u544a\u522b\u624b\u52a8\u6572\u51fb\uff1a\u8ba9\u6570\u636e\u81ea\u5df1\u8dd1\u8d77\u6765<\/h2>\n<p>\u505a\u8fd0\u8425\u6216\u8005\u8d22\u52a1\u7684\u670b\u53cb\u5927\u6982\u90fd\u61c2\u90a3\u79cd\u7edd\u671b\u611f\uff1a\u8001\u677f\u7529\u8fc7\u6765\u4e00\u5f20\u5bc6\u5bc6\u9ebb\u9ebb\u7684\u622a\u56fe\u6216\u8005\u4f1a\u8bae\u767d\u677f\u7167\u7247\uff0c\u8981\u6c42\u4e0b\u73ed\u524d\u53d8\u6210\u53ef\u7f16\u8f91\u7684\u6587\u6863\u3002\u8fc7\u53bb\u6211\u4eec\u53ea\u80fd\u5bf9\u7740\u5c4f\u5e55\u4e00\u4e2a\u952e\u4e00\u4e2a\u952e\u5730\u6572\uff0c\u4e0d\u4ec5\u6548\u7387\u4f4e\u4e0b\uff0c\u8fd8\u5bb9\u6613\u624b\u6ed1\u8f93\u9519\u5c0f\u6570\u70b9\u3002\u73b0\u5728\u5e02\u9762\u4e0a<strong>\u56fe\u7247\u8f6c\u6362\u4e3a\u8868\u683c<\/strong>\u7684\u5de5\u5177\u5c42\u51fa\u4e0d\u7a77\uff0c\u4f46\u771f\u6b63\u80fd\u505a\u5230<strong>\u514d\u8d39\u56fe\u7247\u8f6cexcel<\/strong>\u4e14\u6392\u7248\u4e0d\u4e71\u7801\u7684\uff0c\u5176\u5b9e\u5e76\u4e0d\u591a\u3002<\/p>\n<p>\u5f88\u591a\u4eba\u7b2c\u4e00\u53cd\u5e94\u662f\u6253\u5f00\u4f20\u7edf\u529e\u516c\u8f6f\u4ef6\u7684\u5185\u7f6e\u529f\u80fd\uff0c\u4f46\u90a3\u4e9b\u5f80\u5f80\u5bf9\u590d\u6742\u8868\u683c\u7684\u8bc6\u522b\u7387\u582a\u5fe7\u3002\u5982\u679c\u4f60\u8ffd\u6c42\u7684\u662f<strong>\u5728\u7ebf\u56fe\u7247\u8f6c\u8868\u683c<\/strong>\u7684\u6d41\u7545\u4f53\u9a8c\uff0c\u4e14\u4e0d\u653e\u5fc3\u628a\u654f\u611f\u5546\u4e1a\u6570\u636e\u4e0a\u4f20\u5230\u4e0d\u660e\u670d\u52a1\u5668\uff0c\u90a3\u4e48\u627e\u5bf9\u8def\u5f84\u5c31\u81f3\u5173\u91cd\u8981\u3002\u6211\u6700\u8fd1\u6d4b\u8bd5\u4e86\u4e0d\u5c11\u65b9\u6848\uff0c\u53d1\u73b0\u5f88\u591a<strong>\u56fe\u7247\u8f6cexcel\u5728\u7ebf\u514d\u8d39<\/strong>\u7684\u5de5\u5177\u5728\u7cbe\u5ea6\u4e0a\u786e\u5b9e\u6709\u4e86\u8d28\u7684\u98de\u8dc3\uff0c\u5c24\u5176\u662f\u9488\u5bf9\u624b\u673a\u62cd\u6444\u7684\u6a21\u7cca\u7167\u7247\uff0c<strong>\u56fe\u7247\u8bc6\u522b\u8868\u683c<\/strong>\u7684\u80fd\u529b\u5df2\u7ecf\u80fd\u76f4\u63a5\u8f93\u51fa\u5e26\u8fb9\u6846\u7684Excel\u7ed3\u6784\u3002<\/p>\n<h2 class=\"fw-bold mb-3 mt-4\">\u8f7b\u91cf\u7ea7\u65b9\u6848\u7684\u5f00\u7bb1\u5b9e\u6d4b<\/h2>\n<div class=\"alert alert-success mb-4\" role=\"alert\">\n  \ud83d\udca1 <strong>\u6838\u5fc3\u5efa\u8bae\uff1a<\/strong>\u65e5\u5e38\u529e\u516c\u4f18\u5148\u9009\u62e9\u57fa\u4e8eWeb\u7aef\u67b6\u6784\u7684\u5de5\u5177\uff0c\u65e0\u9700\u5b89\u88c5\u5ba2\u6237\u7aef\uff0c\u62d6\u62fd\u5373\u7528\u3002\u5bf9\u4e8e<strong>\u5fae\u4fe1\u56fe\u7247\u8f6cexcel<\/strong>\u8fd9\u79cd\u9ad8\u9891\u573a\u666f\uff0c\u652f\u6301\u76f4\u63a5\u89e3\u6790\u804a\u5929\u8bb0\u5f55\u622a\u56fe\u4f1a\u6781\u5927\u63d0\u5347\u4ea4\u4ed8\u901f\u5ea6\u3002\n<\/div>\n<div class=\"card mb-4\">\n<div class=\"card-header bg-light fw-bold\">\u5de5\u5177\u5b9e\u6d4b\u5bf9\u8c61\uff1aNimail \u56fe\u7247\u8f6c\u8868\u683c\u52a9\u624b<\/div>\n<div class=\"card-body\">\n<p>\u5730\u5740\uff1a<a href=\"https:\/\/www.nimail.cn\/img-tools\/image-to-excel.html\" target=\"_blank\">https:\/\/www.nimail.cn\/img-tools\/image-to-excel.html<\/a><\/p>\n<p>\u8fd9\u4e2a\u7ad9\u70b9\u7684\u8bbe\u8ba1\u975e\u5e38\u514b\u5236\uff0c\u6ca1\u6709\u6ee1\u5c4f\u7684\u5e7f\u544a\u5f39\u7a97\u5e72\u6270\u3002\u4e0a\u4f20\u5b8c\u622a\u56fe\u540e\uff0c\u5b83\u7684<strong>\u8868\u683c\u63d0\u53d6<\/strong>\u7b97\u6cd5\u4f1a\u5148\u8fdb\u884c\u56fe\u50cf\u9884\u5904\u7406\uff08\u53bb\u566a\u3001\u4e8c\u503c\u5316\uff09\uff0c\u7136\u540e\u5b9a\u4f4d\u7f51\u683c\u7ebf\u3002\u6211\u7279\u610f\u653e\u4e86\u4e00\u5f20\u5e26\u6709\u5408\u5e76\u5355\u5143\u683c\u548c\u659c\u6760\u8868\u5934\u7684\u8d22\u52a1\u9884\u6d4b\u8868\uff0c\u5b83\u7adf\u7136\u80fd\u51c6\u786e\u8fd8\u539f\u51fa<strong>\u56fe\u7247\u8f6c\u6362\u6210excel<\/strong>\u540e\u7684\u884c\u5217\u5bf9\u5e94\u5173\u7cfb\u3002\u6700\u8ba9\u6211\u60ca\u559c\u7684\u662f\u5bfc\u51fa\u683c\u5f0f\u652f\u6301CSV\u548cXLSX\u53cc\u9009\uff0c\u5b8c\u5168\u6ee1\u8db3<strong>jpg\u8f6cexcel<\/strong>\u7684\u6279\u91cf\u5904\u7406\u9700\u6c42\u3002<\/p>\n<div class=\"d-flex flex-wrap gap-2 mb-3\">\n      <span class=\"badge bg-primary rounded-pill\">\u9ad8\u7cbe\u5ea6OCR<\/span><br \/>\n      <span class=\"badge bg-success rounded-pill\">\u81ea\u52a8\u5bf9\u9f50<\/span><br \/>\n      <span class=\"badge bg-info rounded-pill\">\u65e0\u6c34\u5370\u5bfc\u51fa<\/span><br \/>\n      <span class=\"badge bg-warning text-dark rounded-pill\">\u652f\u6301\u6279\u91cf<\/span>\n    <\/div>\n<p>\u64cd\u4f5c\u6d41\u7a0b\u6781\u5176\u7b80\u5355\uff1a\u70b9\u51fb\u4e0a\u4f20\u533a\u57df -> \u7b49\u5f85\u89e3\u6790\u8fdb\u5ea6\u6761 -> \u9884\u89c8\u6838\u5bf9 -> \u4e00\u952e\u4e0b\u8f7d\u3002\u6574\u4e2a\u8fc7\u7a0b\u4e0d\u5230\u5341\u79d2\uff0c\u5f7b\u5e95\u89e3\u51b3\u4e86<strong>\u600e\u4e48\u628a\u56fe\u7247\u8f6c\u6210excel<\/strong>\u7684\u75db\u70b9\u3002\u5bf9\u4e8e\u9700\u8981\u9891\u7e41\u5904\u7406<strong>\u7167\u7247\u8f6cexcel<\/strong>\u7684\u7528\u6237\u6765\u8bf4\uff0c\u8fd9\u79cd\u8f7b\u91cf\u7ea7\u65b9\u6848\u6bd4\u5b89\u88c5\u91cd\u578b\u8f6f\u4ef6\u5b9e\u7528\u5f97\u591a\u3002<\/p>\n<\/p><\/div>\n<\/div>\n<h2 class=\"fw-bold mb-3 mt-4\">\u5f00\u53d1\u8005\u89c6\u89d2\uff1a\u5e95\u5c42\u903b\u8f91\u4e0e\u4ee3\u7801\u5b9e\u8df5<\/h2>\n<p>\u4f5c\u4e3a\u7ecf\u5e38\u8ddf\u6570\u636e\u6253\u4ea4\u9053\u7684\u5f00\u53d1\u8005\uff0c\u5076\u5c14\u4e5f\u4f1a\u9047\u5230\u9700\u8981\u8131\u79bbUI\u754c\u9762\u3001\u7528\u811a\u672c\u8dd1\u901a\u6d41\u7a0b\u7684\u60c5\u51b5\u3002\u5982\u679c\u4f60\u60f3\u5728\u672c\u5730\u642d\u5efa\u4e00\u4e2a\u7b80\u5355\u7684<strong>\u56fe\u7247\u8f6c\u6210excel\u8868\u683c<\/strong>\u6d41\u6c34\u7ebf\uff0cPython\u7edd\u5bf9\u662f\u9996\u9009\u3002\u6838\u5fc3\u903b\u8f91\u901a\u5e38\u4f9d\u8d56\u56fe\u50cf\u5904\u7406\u5e93\u8fdb\u884c\u8fb9\u7f18\u68c0\u6d4b\uff0c\u914d\u5408OCR\u5f15\u64ce\u5b8c\u6210\u6587\u5b57\u8bc6\u522b\uff0c\u6700\u540e\u901a\u8fc7\u6570\u636e\u6846\u67b6\u5199\u5165\u6587\u4ef6\u3002\u4e0b\u9762\u8fd9\u6bb5\u57fa\u7840\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u7528\u7b80\u5355\u7684\u77e9\u9635\u6620\u5c04\u601d\u8def\uff0c\u5c06\u8bc6\u522b\u51fa\u7684\u6587\u672c\u5757\u6309\u5750\u6807\u805a\u7c7b\u6210\u8868\u683c\u7ed3\u6784\uff1a<\/p>\n<pre><code class=\"language-python\">import cv2\nimport pytesseract\nimport pandas as pd\n\n# \u8bfb\u53d6\u56fe\u7247\u5e76\u7070\u5ea6\u5316\nimg = cv2.imread('screenshot.jpg')\ngray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n# \u7b80\u5355\u7684\u9608\u503c\u5206\u5272\u589e\u5f3a\u5bf9\u6bd4\u5ea6\n_, thresh = cv2.threshold(gray, 150, 255, cv2.THRESH_BINARY)\n# \u8c03\u7528OCR\u83b7\u53d6\u6587\u672c\u5757\u5750\u6807\u4e0e\u5185\u5bb9\ndata = pytesseract.image_to_data(thresh, output_type=pytesseract.Output.DICT)\n# \u6b64\u5904\u7701\u7565\u590d\u6742\u7684\u805a\u7c7b\u903b\u8f91\uff0c\u5b9e\u9645\u9879\u76ee\u4e2d\u5efa\u8bae\u7ed3\u5408Pandas DataFrame\u6309Y\u8f74\u5206\u7ec4\u5efa\u8868\ndf = pd.DataFrame({'text': data['text']})\nprint(df.head())<\/code><\/pre>\n<p>\u867d\u7136\u5f00\u6e90\u65b9\u6848\u770b\u8d77\u6765\u7f8e\u597d\uff0c\u4f46\u5728\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\uff0c\u624b\u5199\u7f51\u683c\u5bf9\u9f50\u903b\u8f91\u5f88\u5bb9\u6613\u5728\u5904\u7406\u503e\u659c\u56fe\u7247\u6216\u590d\u6742\u80cc\u666f\u65f6\u5d29\u6e83\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u6211\u59cb\u7ec8\u63a8\u8350\u5927\u5bb6\u4f7f\u7528\u6210\u719f\u7684<strong>\u56fe\u7247\u8f6c\u6362\u8868\u683c<\/strong>SaaS\u670d\u52a1\u7684\u539f\u56e0\u2014\u2014\u5b83\u4eec\u80cc\u540e\u8bad\u7ec3\u4e86\u6d77\u91cf\u7684\u6807\u6ce8\u6570\u636e\u96c6\uff0c\u5bf9\u5b57\u4f53\u6e32\u67d3\u3001\u9634\u5f71\u5e72\u6270\u7684\u5bb9\u9519\u7387\u8fdc\u8d85\u901a\u7528OCR\u5f15\u64ce\u3002\u5f53\u7136\uff0c\u5982\u679c\u4f60\u662f\u505a\u5185\u90e8\u81ea\u52a8\u5316\u62a5\u8868\uff0c\u5b8c\u5168\u53ef\u4ee5\u62ff\u4e0a\u9762\u7684\u8868\u683c\u63d0\u53d6\u601d\u8def\u505a\u4e8c\u6b21\u5f00\u53d1\uff0c\u5c01\u88c5\u6210\u5b9a\u65f6\u4efb\u52a1\uff0c\u6bcf\u5929\u81ea\u52a8\u6293\u53d6\u76d1\u63a7\u622a\u56fe\u5e76<strong>\u56fe\u7247\u751f\u6210\u8868\u683c<\/strong>\u5165\u5e93\uff0c\u8fd9\u624d\u662f\u771f\u6b63\u7684\u964d\u672c\u589e\u6548\u3002<\/p>\n<p>\u5de5\u5177\u53ea\u662f\u624b\u6bb5\uff0c\u5173\u952e\u662f\u628a\u91cd\u590d\u52b3\u52a8\u4ea4\u7ed9\u673a\u5668\u3002\u65e0\u8bba\u662f\u7528\u73b0\u6210\u7684<strong>\u5728\u7ebf\u56fe\u7247\u8f6cexcel<\/strong>\u5e73\u53f0\uff0c\u8fd8\u662f\u81ea\u5df1\u5199\u811a\u672c\u8dd1\u6570\u636e\u6d41\uff0c\u6700\u7ec8\u76ee\u7684\u90fd\u662f\u628a\u65f6\u95f4\u7559\u7ed9\u66f4\u6709\u4ef7\u503c\u7684\u5206\u6790\u5de5\u4f5c\u3002\u4e0b\u6b21\u518d\u78b0\u5230\u4e00\u5806<strong>\u8868\u683c\u56fe\u7247\u8f6cexcel<\/strong>\u7684\u9700\u6c42\uff0c\u522b\u518d\u6b7b\u78d5\u952e\u76d8\u4e86\uff0c\u987a\u624b\u8bd5\u4e0b\u65b0\u5de5\u5177\uff0c\u6548\u7387\u7edd\u5bf9\u7ffb\u500d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd8\u5728\u4e3a\u624b\u52a8\u6572\u6570\u636e\u5934\u75bc\uff1f\u672c\u6587\u8be6\u89e3\u5982\u4f55\u5c06\u56fe\u7247\u8f6c\u4e3a\u8868\u683c\uff0c\u5206\u4eab\u514d\u8d39\u5728\u7ebf\u5de5\u5177\u4e0ePython\u81ea\u52a8\u5316\u65b9\u6848\uff0c\u52a9\u4f60\u8f7b\u677e\u641e\u5b9ajpg\u8f6cexcel\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":[413,412,327],"class_list":["post-1203","post","type-post","status-publish","format-standard","hentry","category-best-articles","tag-excel","tag-412","tag-327"],"yoast_head":"<!-- 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