{"id":941,"date":"2026-03-20T06:24:40","date_gmt":"2026-03-20T06:24:40","guid":{"rendered":"https:\/\/blog.nimail.cn\/?p=941"},"modified":"2026-03-20T06:24:40","modified_gmt":"2026-03-20T06:24:40","slug":"%e4%b8%80%e9%94%ae%e5%b0%86%e5%9b%be%e7%89%87%e8%bd%ac%e6%8d%a2%e4%b8%baexcel%e8%a1%a8%e6%a0%bc%e5%ae%9e%e7%94%a8%e6%93%8d%e4%bd%9c%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/blog.nimail.cn\/best-articles\/%e4%b8%80%e9%94%ae%e5%b0%86%e5%9b%be%e7%89%87%e8%bd%ac%e6%8d%a2%e4%b8%baexcel%e8%a1%a8%e6%a0%bc%e5%ae%9e%e7%94%a8%e6%93%8d%e4%bd%9c%e6%8c%87%e5%8d%97\/","title":{"rendered":"\u4e00\u952e\u5c06\u56fe\u7247\u8f6c\u6362\u4e3aExcel\u8868\u683c\u5b9e\u7528\u64cd\u4f5c\u6307\u5357"},"content":{"rendered":"<div class=\"p-3\">\n<h2>\u628a\u56fe\u7247\u8f6c\u4e3a\u8868\u683c\uff0c\u4e3a\u4ec0\u4e48\u8981\u8fd9\u6837\u505a\uff1f<\/h2>\n<div class=\"alert alert-info\" role=\"alert\">\n    \u5f53\u4f60\u624b\u91cc\u53ea\u6709\u4e00\u5f20\u7167\u7247\u3001\u626b\u63cf\u4ef6\u6216\u5fae\u4fe1\u56fe\u7247\uff0c\u60f3\u628a\u6570\u636e\u5bfc\u5165Excel\u8fdb\u884c\u7edf\u8ba1\u3001\u7b5b\u9009\u6216\u56fe\u8868\u5236\u4f5c\uff0c**\u76f4\u63a5\u628a\u56fe\u7247\u8f6c\u6362\u6210\u8868\u683c**\u80fd\u8282\u7701\u5927\u91cf\u4eba\u5de5\u5f55\u5165\u65f6\u95f4\uff0c\u63d0\u5347\u6548\u7387\u3002\n  <\/div>\n<h3>\u9002\u7528\u573a\u666f <span class=\"badge bg-success ms-2\">\u514d\u8d39\/\u5728\u7ebf<\/span><\/h3>\n<ul class=\"list-group mb-3\">\n<li class=\"list-group-item\">\u53d1\u7968\u3001\u6536\u636e\u3001\u7269\u6d41\u5355\u3001\u8003\u8bd5\u7b54\u5377\u62cd\u7167\u540e\u6279\u91cf\u63d0\u53d6\u8868\u683c\u6570\u636e<\/li>\n<li class=\"list-group-item\">\u4f1a\u8bae\u767d\u677f\u3001\u624b\u5199\u8868\u5355\uff08\u8bc6\u522b\u7387\u4f9d\u8d56\u56fe\u7247\u6e05\u6670\u5ea6\uff09<\/li>\n<li class=\"list-group-item\">\u5fae\u4fe1\u56fe\u7247\u8f6cexcel\uff0c\u5206\u4eab\u540e\u5feb\u901f\u6c47\u603b<\/li>\n<\/ul>\n<h2>\u5b9e\u64cd\uff1a\u5728\u7ebf\u5de5\u5177\u4e0ePython\u4e24\u79cd\u65b9\u6cd5<\/h2>\n<h3>1) \u5728\u7ebf\u4e00\u952e\u8f6c\u6362\uff08\u63a8\u8350\u5feb\u901f\u8bd5\u7528\uff09<\/h3>\n<div class=\"card mb-3\">\n<div class=\"card-body\">\n<h4 class=\"card-title\">\u4ee5 nimail \u7684\u5728\u7ebf\u5de5\u5177\u4e3a\u4f8b<\/h4>\n<p class=\"card-text\">\u6253\u5f00\uff1a<a href=\"https:\/\/www.nimail.cn\/img-tools\/image-to-excel.html\" target=\"_blank\" rel=\"noopener\">https:\/\/www.nimail.cn\/img-tools\/image-to-excel.html<\/a>\uff0c\u652f\u6301 <strong>jpg\u8f6cexcel<\/strong>\u3001\u56fe\u7247\u8bc6\u522b\u8868\u683c\u3001\u56fe\u7247\u63d0\u53d6\u8868\u683c\u7b49\u529f\u80fd\u3002\u9875\u9762\u64cd\u4f5c\u76f4\u89c2\uff0c\u9002\u5408\u60f3\u5feb\u901f\u628a\u56fe\u7247\u8f6c\u6210excel\u7684\u7528\u6237\u3002<\/p>\n<ul>\n<li>\u6b65\u9aa4\u4e00\uff1a\u4e0a\u4f20\u7167\u7247\u6216\u622a\u56fe\uff08\u652f\u6301jpg\/png\uff09<\/li>\n<li>\u6b65\u9aa4\u4e8c\uff1a\u9009\u62e9\u8bc6\u522b\u7c7b\u578b\uff08\u8868\u683c\/\u6587\u672c\uff09<\/li>\n<li>\u6b65\u9aa4\u4e09\uff1a\u9884\u89c8\u5e76\u4e0b\u8f7d\u4e3aExcel\u6216CSV<\/li>\n<\/ul>\n<p><span class=\"badge bg-primary\">\u4f18\u70b9<\/span> \u5728\u7ebf\u3001\u65e0\u9700\u5b89\u88c5\uff1b<span class=\"badge bg-warning text-dark\">\u7f3a\u70b9<\/span> \u5bf9\u590d\u6742\/\u624b\u5199\u8868\u683c\u8bc6\u522b\u7387\u6709\u9650\u3002<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<h3>2) Python\u65b9\u6848\uff1a\u9002\u5408\u6279\u91cf\u3001\u9ad8\u5ea6\u53ef\u63a7\u573a\u666f<\/h3>\n<p>\u5f53\u4f60\u9700\u8981\u6279\u91cf\u5904\u7406\u6216\u5728\u540e\u53f0\u81ea\u52a8\u5316\u6d41\u7a0b\u65f6\uff0c\u53ef\u4ee5\u7528Python\u7ed3\u5408OCR\uff08\u5982 pytesseract\uff09\u628a\u56fe\u7247\u8f6c\u6362\u6210\u8868\u683c\uff0c\u7136\u540e\u8f93\u51fa\u4e3aExcel\u3002\u4e0b\u9762\u7ed9\u51fa\u4e00\u4e2a\u5e38\u89c1\u4e14\u6613\u4e0a\u624b\u7684\u793a\u4f8b\u3002<\/p>\n<div class=\"card mb-3\">\n<div class=\"card-body\">\n<h4 class=\"card-title\">Python \u793a\u4f8b\u4ee3\u7801\uff08\u7b80\u6613\u7248\uff09<\/h4>\n<pre><code class=\"language-python\">import pytesseract\nfrom PIL import Image\nimport pandas as pd\nimport io\n\n# \u6253\u5f00\u56fe\u7247\uff08\u652f\u6301 jpg\/png\uff09\nimg = Image.open('table.jpg')\n\n# \u4f7f\u7528 pytesseract \u83b7\u53d6\u6309\u884c\u7684\u8bc6\u522b\u7ed3\u679c\uff08\u5148\u5c1d\u8bd5\u6309\u884c\u91cd\u5efa\uff09\ndata = pytesseract.image_to_data(img, output_type=pytesseract.Output.DATAFRAME)\n\n# \u8fc7\u6ee4\u7a7a\u5355\u5143\u683c\u5e76\u6309\u884c\u53f7\u5408\u5e76\u6210\u5236\u8868\u7b26\u5206\u9694\u884c\nrows = []\nfor _, grp in data.groupby('line_num'):\n    words = grp.sort_values('word_num')['text'].dropna()\n    if len(words):\n        rows.append('\\t'.join(words))\n\n# \u8bfb\u53d6\u4e3a DataFrame\uff08\u6839\u636e\u5177\u4f53\u56fe\u7247\u53ef\u80fd\u9700\u8981\u8c03\u6574\u5206\u9694\u7b26\uff09\ndf = pd.read_csv(io.StringIO('\\n'.join(rows)), sep='\\t', header=None)\n\n# \u4fdd\u5b58\u4e3a Excel\ndf.to_excel('output.xlsx', index=False)\nprint('\u5df2\u751f\u6210 output.xlsx')\n<\/code><\/pre>\n<p class=\"small text-muted\">\u8bf4\u660e\uff1a\u5b9e\u9645\u573a\u666f\u4e2d\u53ef\u52a0\u4e0a\u56fe\u50cf\u9884\u5904\u7406\uff08\u7070\u5ea6\u3001\u4e8c\u503c\u5316\u3001\u53bb\u566a\uff09\u4ee5\u63d0\u5347\u8bc6\u522b\u7387\uff1b\u590d\u6742\u8868\u683c\u53ef\u7ed3\u5408\u5355\u5143\u683c\u68c0\u6d4b\u4e0e\u8868\u683c\u7ed3\u6784\u91cd\u5efa\u3002<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"alert alert-warning\" role=\"alert\">\n    <strong>\u63d0\u793a\uff1a<\/strong> \u5982\u679c\u662f\u624b\u5199\u6216\u4f4e\u6e05\u56fe\u7247\uff0c\u5148\u7528\u7b80\u5355\u7684\u9884\u5904\u7406\uff08\u88c1\u526a\u3001\u63d0\u9ad8\u6e05\u6670\u5ea6\uff09\u6216\u5c1d\u8bd5\u591a\u79cd\u8bc6\u522b\u5f15\u64ce\uff0c\u80fd\u591f\u663e\u8457\u63d0\u5347\u8bc6\u522b\u6548\u679c\u3002\n  <\/div>\n<h4>\u5c0f\u7ed3\u5bf9\u6bd4\u8868<\/h4>\n<div class=\"table-responsive mb-3\">\n<table class=\"table table-striped w-100\">\n<thead>\n<tr>\n<th>\u65b9\u6cd5<\/th>\n<th>\u4f18\u70b9<\/th>\n<th>\u9002\u5408\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5728\u7ebf\u5de5\u5177\uff08\u5982 nimail\uff09<\/td>\n<td>\u64cd\u4f5c\u6700\u5feb\u3001\u65e0\u9700\u7f16\u7801\u3001\u652f\u6301\u5fae\u4fe1\u56fe\u7247\u8f6c\u8868\u683c<\/td>\n<td>\u5355\u5f20\/\u5c11\u91cf\u56fe\u7247\u3001\u975e\u654f\u611f\u6570\u636e\u3001\u5feb\u901f\u5bfc\u51fa<\/td>\n<\/tr>\n<tr>\n<td>Python + OCR<\/td>\n<td>\u53ef\u6279\u91cf\u3001\u7075\u6d3b\u53ef\u8c03\u3001\u4fbf\u4e8e\u96c6\u6210<\/td>\n<td>\u6279\u91cf\u81ea\u52a8\u5316\u5904\u7406\u3001\u9700\u8981\u5b9a\u5236\u5316\u8bc6\u522b<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<h4>\u5b9e\u7528\u5efa\u8bae\uff08\u5feb\u901f\u53c2\u8003\uff09<\/h4>\n<ul class=\"list-unstyled\">\n<li>1. \u56fe\u7247\u8981\u5c3d\u91cf\u4fdd\u8bc1\u5e73\u6574\u3001\u65e0\u5f3a\u53cd\u5149\u3001\u6587\u5b57\u6e05\u6670\u3002<\/li>\n<li>2. \u4f18\u5148\u8bd5\u7528\u5728\u7ebf\u5de5\u5177\u505a\u5feb\u901f\u9a8c\u8bc1\uff1a<a href=\"https:\/\/www.nimail.cn\/img-tools\/image-to-excel.html\" target=\"_blank\" rel=\"noopener\">nimail \u5728\u7ebf\u56fe\u7247\u8f6cExcel<\/a>\u3002<\/li>\n<li>3. \u82e5\u9700\u6279\u91cf\u5904\u7406\u6216\u4e8c\u6b21\u6e05\u6d17\uff0c\u4f7f\u7528 Python \u811a\u672c\u7ed3\u5408 pandas \u5bfc\u51fa Excel\u3002<\/li>\n<li>4. \u5bf9\u4e8e\u654f\u611f\u6216\u6d89\u53ca\u9690\u79c1\u7684\u6570\u636e\uff0c\u5efa\u8bae\u5728\u672c\u5730\u6216\u53d7\u63a7\u73af\u5883\u505a\u8bc6\u522b\u5904\u7406\uff0c\u907f\u514d\u4e0a\u4f20\u3002<\/li>\n<\/ul>\n<div class=\"alert alert-success\" role=\"alert\">\n    \u60f3\u8981 <strong>\u56fe\u7247\u8f6c\u6210excel<\/strong>\u3001<strong>\u8868\u683c\u56fe\u7247\u8f6cexcel<\/strong> \u6216\u5bfb\u627e <strong>\u56fe\u7247\u8f6cexcel\u5728\u7ebf\u514d\u8d39<\/strong> \u7684\u5de5\u5177\uff0c\u5148\u5728\u6d4f\u89c8\u5668\u4e2d\u8bd5\u8bd5 nimail \u7684\u5728\u7ebf\u670d\u52a1\uff0c\u53ef\u4ee5\u5feb\u901f\u5224\u65ad\u662f\u5426\u6ee1\u8db3\u9700\u6c42\uff0c\u518d\u51b3\u5b9a\u662f\u5426\u8d70 Python \u81ea\u52a8\u5316\u8def\u7ebf\u3002\n  <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4ecb\u7ecd\u5728\u7ebf\u5de5\u5177\u4e0ePython\u4e24\u79cd\u628a\u7167\u7247\u6216jpg\u8bc6\u522b\u5e76\u8f6c\u6362\u4e3aExcel\u8868\u683c\u7684\u5b9e\u7528\u65b9\u6cd5\uff0c\u542b\u5b9e\u65f6\u6848\u4f8b\uff08nimail\uff09\u4e0e\u793a\u4f8b\u4ee3\u7801\uff0c\u9002\u5408\u5fae\u4fe1\u56fe\u7247\u6216\u626b\u63cf\u8868\u683c\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":[350,349,348],"class_list":["post-941","post","type-post","status-publish","format-standard","hentry","category-best-articles","tag-350","tag-349","tag-348"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4e00\u952e\u5c06\u56fe\u7247\u8f6c\u6362\u4e3aExcel\u8868\u683c\u5b9e\u7528\u64cd\u4f5c\u6307\u5357 - nimail blog<\/title>\n<meta name=\"description\" content=\"\u4ecb\u7ecd\u5728\u7ebf\u5de5\u5177\u4e0ePython\u4e24\u79cd\u628a\u7167\u7247\u6216jpg\u8bc6\u522b\u5e76\u8f6c\u6362\u4e3aExcel\u8868\u683c\u7684\u5b9e\u7528\u65b9\u6cd5\uff0c\u542b\u5b9e\u65f6\u6848\u4f8b\uff08nimail\uff09\u4e0e\u793a\u4f8b\u4ee3\u7801\uff0c\u9002\u5408\u5fae\u4fe1\u56fe\u7247\u6216\u626b\u63cf\u8868\u683c\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blog.nimail.cn\/best-articles\/\u4e00\u952e\u5c06\u56fe\u7247\u8f6c\u6362\u4e3aexcel\u8868\u683c\u5b9e\u7528\u64cd\u4f5c\u6307\u5357\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" 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