{"id":891,"date":"2026-03-04T12:24:39","date_gmt":"2026-03-04T12:24:39","guid":{"rendered":"https:\/\/blog.nimail.cn\/?p=891"},"modified":"2026-03-04T12:24:39","modified_gmt":"2026-03-04T12:24:39","slug":"2026%e8%85%be%e8%ae%af-%e9%98%bf%e9%87%8c%e5%ae%9e%e6%b5%8b-%e5%9b%be%e7%89%87%e8%bd%ac%e8%a1%a8%e6%a0%bc%e5%85%a8%e6%b5%81%e7%a8%8b%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/blog.nimail.cn\/best-articles\/2026%e8%85%be%e8%ae%af-%e9%98%bf%e9%87%8c%e5%ae%9e%e6%b5%8b-%e5%9b%be%e7%89%87%e8%bd%ac%e8%a1%a8%e6%a0%bc%e5%85%a8%e6%b5%81%e7%a8%8b%e6%8c%87%e5%8d%97\/","title":{"rendered":"2026\u817e\u8baf\/\u963f\u91cc\u5b9e\u6d4b\uff1a\u56fe\u7247\u8f6c\u8868\u683c\u5168\u6d41\u7a0b\u6307\u5357"},"content":{"rendered":"<h2 class=\"mt-3\">\u56fe\u7247\u8f6c\u6362\u4e3a\u8868\u683c\uff1a\u4e3a\u4ec0\u4e48\u8981\u5173\u6ce8<\/h2>\n<p>\u4f5c\u4e3a\u4e00\u540d\u5f00\u53d1\u8005\/\u4ea7\u54c1\u4eba\uff0c\u6211\u7ecf\u5e38\u88ab\u95ee\u5230\u201c\u5982\u4f55\u628a\u56fe\u7247\u8f6c\u6362\u6210excel\u8868\u683c\u201d\u6216\u201c\u56fe\u7247\u600e\u4e48\u8f6c\u6362\u6210\u8868\u683c\u201d\u7684\u95ee\u9898\u3002\u65e0\u8bba\u662f\u53d1\u7968\u3001\u62a5\u8868\u622a\u5c4f\u8fd8\u662f\u5fae\u4fe1\u56fe\u7247\u8f6c\u8868\u683c\uff0c\u6838\u5fc3\u90fd\u662f\u628a\u975e\u7ed3\u6784\u5316\u7684\u56fe\u50cf\u6570\u636e\u53d8\u6210\u7ed3\u6784\u5316\u7684\u8868\u683c\u6570\u636e\u2014\u2014\u4e5f\u5c31\u662f\u628a\u56fe\u7247\u8f6c\u4e3aexcel\u6216\u56fe\u7247\u8f6c\u6362\u8868\u683c\u7684\u8fc7\u7a0b\u3002<\/p>\n<div class=\"alert alert-info\" role=\"alert\">\n  <strong>\u5b9e\u7528\u63d0\u793a\uff1a<\/strong> \u5728\u7ebf\u56fe\u7247\u8f6c\u8868\u683c\u5de5\u5177\u53ef\u4ee5\u5feb\u901f\u5f97\u51fa\u7ed3\u679c\uff0c\u4f46\u51c6\u786e\u7387\u4f9d\u8d56\u56fe\u7247\u6e05\u6670\u5ea6\u3001\u8868\u683c\u7ebf\u6761\u4e0e OCR \u7b97\u6cd5\u3002\u8bd5\u8bd5\u672c\u6587\u6848\u4f8b\u4e2d\u7684\u5de5\u5177\uff1a <a href=\"https:\/\/www.nimail.cn\/img-tools\/image-to-excel.html\" target=\"_blank\" rel=\"noopener\">nimail \u56fe\u7247\u8f6c Excel<\/a>\u3002\n<\/div>\n<h3 class=\"mt-4\">1) \u4e3b\u6d41\u6d41\u7a0b\uff08\u4ece\u56fe\u7247\u5230Excel\uff09<\/h3>\n<p>\u4e00\u4e2a\u53ef\u9760\u7684\u56fe\u7247\u8f6cexcel\u6d41\u7a0b\u901a\u5e38\u5305\u542b\uff1a<strong>\u9884\u5904\u7406 \u2192 \u8868\u683c\u8bc6\u522b \u2192 \u5b57\u7b26\u8bc6\u522b\uff08OCR\uff09\u2192 \u8868\u683c\u91cd\u5efa \u2192 \u5bfc\u51fa\u4e3a XLSX<\/strong>\u3002\u8fd9\u91cc\u662f\u5e38\u89c1\u64cd\u4f5c\u6b65\u9aa4\uff1a<\/p>\n<ul>\n<li>\u9884\u5904\u7406\uff1a\u7070\u5ea6\u5316\u3001\u4e8c\u503c\u5316\u3001\u53bb\u566a\u3001\u900f\u89c6\u77eb\u6b63\uff0c\u63d0\u5347\u8bc6\u522b\u51c6\u786e\u5ea6\u3002<\/li>\n<li>\u8868\u683c\u68c0\u6d4b\uff1a\u68c0\u6d4b\u8868\u683c\u8fb9\u6846\u4e0e\u5355\u5143\u683c\u5206\u9694\uff0c\u8fdb\u884c\u8868\u683c\u7ed3\u6784\u63d0\u53d6\u3002<\/li>\n<li>OCR \u5b57\u7b26\u8bc6\u522b\uff1a\u5bf9\u6bcf\u4e2a\u5355\u5143\u683c\u6267\u884c OCR\uff0c\u63d0\u53d6\u6587\u672c\u3001\u6570\u5b57\u3001\u65e5\u671f\u7b49\u3002<\/li>\n<li>\u540e\u5904\u7406\uff1a\u5408\u5e76\u5355\u5143\u683c\u3001\u4fee\u6b63\u9519\u5206\u8bcd\u3001\u683c\u5f0f\u5316\u6570\u5b57\u5e76\u5bfc\u51fa\u4e3a Excel\u3002<\/li>\n<\/ul>\n<div class=\"card mb-3\">\n<div class=\"card-body\">\n<h4 class=\"card-title\">\u5e38\u89c1\u5de5\u5177\u5bf9\u6bd4<\/h4>\n<div class=\"table-responsive\">\n<table class=\"table table-striped\">\n<thead>\n<tr>\n<th>\u5de5\u5177\u7c7b\u522b<\/th>\n<th>\u4f18\u70b9<\/th>\n<th>\u7f3a\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5728\u7ebf\u670d\u52a1\uff08\u5982 nimail\uff09<\/td>\n<td>\u514d\u5b89\u88c5\u3001\u901f\u5ea6\u5feb\u3001\u9002\u5408\u6279\u91cf\u7b80\u5355\u8868\u683c<\/td>\n<td>\u9690\u79c1\u98ce\u9669\u3001\u590d\u6742\u8868\u683c\u8bc6\u522b\u7387\u4e0d\u7a33\u5b9a<\/td>\n<\/tr>\n<tr>\n<td>\u672c\u5730\u5f00\u6e90\uff08pytesseract + OpenCV\uff09<\/td>\n<td>\u53ef\u63a7\u3001\u53ef\u81ea\u5b9a\u4e49\u9884\u5904\u7406\u6d41\u7a0b<\/td>\n<td>\u9700\u8981\u5f00\u53d1\u6210\u672c\uff0c\u8c03\u53c2\u590d\u6742<\/td>\n<\/tr>\n<tr>\n<td>\u5546\u7528 API\uff08\u963f\u91cc\/\u817e\u8baf\/\u5b57\u8282\uff09<\/td>\n<td>\u8bc6\u522b\u7387\u9ad8\u3001\u652f\u6301\u8eab\u4efd\u8bc1\/\u53d1\u7968\u7b49\u4e13\u7528\u6a21\u578b<\/td>\n<td>\u6210\u672c\u8f83\u9ad8\u3001\u9700\u63a5\u5165\u4e0e\u6743\u9650\u7ba1\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<\/p><\/div>\n<\/div>\n<h3 class=\"mt-4\">2) \u5f00\u53d1\u8005\u5b9e\u64cd\uff1aPython \u793a\u4f8b\u4ee3\u7801\uff08\u628a\u56fe\u7247\u8f6c\u6210 excel\uff09<\/h3>\n<p>\u4e0b\u9762\u7ed9\u51fa\u4e00\u4e2a\u7cbe\u7b80\u7684\u793a\u4f8b\uff0c\u6f14\u793a\u5982\u4f55\u4f7f\u7528 OpenCV + pytesseract \u5c06\u8868\u683c\u56fe\u7247\u63d0\u53d6\u4e3a CSV\uff0c\u518d\u7528 pandas \u5b58\u4e3a Excel\uff08\u9002\u5408\u7b80\u5355\u8868\u683c\u573a\u666f\uff09\u3002<\/p>\n<pre><code class=\"language-python\"># \u9700\u5b89\u88c5: opencv-python, pytesseract, pandas, openpyxl\nimport cv2\nimport pytesseract\nimport pandas as pd\n\nimg = cv2.imread('table.jpg', cv2.IMREAD_GRAYSCALE)\n# \u7b80\u5355\u4e8c\u503c\u5316\n_, bw = cv2.threshold(img, 200, 255, cv2.THRESH_BINARY_INV)\n# \u627e\u5230\u884c\uff08\u793a\u4f8b\u6027\uff0c\u590d\u6742\u8868\u683c\u9700\u66f4\u7ec6\u7c92\u5ea6\u5904\u7406\uff09\nhorizontal = cv2.getStructuringElement(cv2.MORPH_RECT, (40,1))\nremoved = cv2.morphologyEx(bw, cv2.MORPH_OPEN, horizontal)\n# \u76f4\u63a5 OCR \u6574\u5f20\u56fe\uff08\u82e5\u5df2\u5206\u5355\u5143\u683c\uff0c\u53ef\u5bf9\u6bcf\u683c OCR\uff09\ntext = pytesseract.image_to_string(img, lang='chi_sim')\n# \u8fd9\u91cc\u5c06\u6587\u672c\u7b80\u5355\u6309\u884c\u5206\u5272\uff0c\u793a\u4f8b\u6027\u8d28\nrows = [r.split() for r in text.splitlines() if r.strip()]\ndf = pd.DataFrame(rows)\ndf.to_excel('output.xlsx', index=False)\n<\/code><\/pre>\n<div class=\"alert alert-warning\" role=\"alert\">\n  <strong>\u6ce8\u610f\uff1a<\/strong> \u4e0a\u9762\u662f\u6700\u7b80\u793a\u4f8b\uff0c\u5b9e\u6218\u4e2d\u901a\u5e38\u9700\u8981\u8868\u683c\u68c0\u6d4b\uff08\u68c0\u6d4b\u5355\u5143\u683c\u8fb9\u754c\uff09\u5e76\u5bf9\u6bcf\u4e2a\u5355\u5143\u683c\u5355\u72ec OCR\uff0c\u624d\u80fd\u4fdd\u8bc1\u5217\u5bf9\u9f50\u4e0e\u5408\u5e76\u5355\u5143\u683c\u5904\u7406\u3002\n<\/div>\n<h4 class=\"mt-3\">nimail \u5728\u7ebf\u6848\u4f8b\uff08\u5feb\u901f\u4e0a\u624b\uff09<\/h4>\n<p>\u4ee5 <a href=\"https:\/\/www.nimail.cn\/img-tools\/image-to-excel.html\" target=\"_blank\" rel=\"noopener\">nimail \u56fe\u7247\u8f6c Excel<\/a> \u4e3a\u4f8b\uff0c\u5b9e\u9645\u64cd\u4f5c\u901a\u5e38\u53ea\u9700\u4e0a\u4f20 JPG\/PNG\uff0c\u7136\u540e\u7b49\u5f85\u5904\u7406\u3002\u5b83\u8986\u76d6\u4e86\u201c\u56fe\u7247\u8f6c\u6362\u4e3a\u8868\u683c\u3001\u56fe\u7247\u8f6c\u6210excel\u3001\u56fe\u7247\u8f6c\u8868\u683c\u5728\u7ebf\u514d\u8d39\u201d\u7b49\u573a\u666f\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u628a\u5b83\u4f5c\u4e3a\u5bf9\u6bd4\u57fa\u7ebf\uff1a\u5982\u679c\u5728\u7ebf\u5de5\u5177\u5bf9\u4f60\u7684\u56fe\u7247\u7ed3\u679c\u826f\u597d\uff0c\u8bf4\u660e\u56fe\u7247\u672c\u8eab\u8d28\u91cf\u826f\u597d\u4e14\u7ed3\u6784\u89c4\u5219\uff1b\u5982\u679c\u6548\u679c\u5dee\uff0c\u8003\u8651\u505a\u66f4\u591a\u9884\u5904\u7406\u6216\u4f7f\u7528\u5b9a\u5236\u6a21\u578b\u3002<\/p>\n<div class=\"row\">\n<div class=\"col-12 col-md-6\">\n<div class=\"card mb-3\">\n<div class=\"card-body\">\n<h5 class=\"card-title\">\u9002\u5408\u4f7f\u7528\u5728\u7ebf\u8f6c\u6362\u7684\u60c5\u51b5<\/h5>\n<ul>\n<li>\u6e05\u6670\u622a\u5c4f\u3001\u89c4\u5219\u7684\u7f51\u683c\u8868\u683c<\/li>\n<li>\u9700\u8981\u5feb\u901f\u628a jpg \u8f6c excel\uff0c\u6216\u7167\u7247\u8f6cexcel \u7684\u573a\u666f<\/li>\n<li>\u5fae\u4fe1\u56fe\u7247\u8f6cexcel\uff1a\u53d1\u9001\u56fe\u7247\u5e76\u4e0a\u4f20\u5373\u53ef<\/li>\n<\/ul><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"col-12 col-md-6\">\n<div class=\"card mb-3\">\n<div class=\"card-body\">\n<h5 class=\"card-title\">\u5efa\u8bae\u8d70\u672c\u5730\/\u81ea\u5efa\u7684\u573a\u666f<\/h5>\n<ul>\n<li>\u6d89\u53ca\u654f\u611f\u6570\u636e\uff0c\u4e0d\u4fbf\u4e0a\u4f20\u4e91\u7aef<\/li>\n<li>\u590d\u6742\u591a\u884c\u5408\u5e76\u5355\u5143\u683c\u7684\u62a5\u8868\u56fe\u7247<\/li>\n<li>\u9700\u8981\u9ad8\u53ef\u5b9a\u5236\u5316\u7684\u8868\u683c\u63d0\u53d6\u6d41\u7a0b<\/li>\n<\/ul><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<p>\u5728\u65e5\u5e38\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u4f1a\u628a <span class=\"badge bg-success\">\u56fe\u7247\u8bc6\u522b\u8868\u683c<\/span> \u4e0e <span class=\"badge bg-info\">\u8868\u683c\u56fe\u7247\u8f6cexcel<\/span> \u5206\u6210\u4e24\u7c7b\u8bc4\u4f30\uff1a\u80fd\u5426\u51c6\u786e\u8bc6\u522b\u5355\u5143\u683c\u8fb9\u754c\u548c\u80fd\u5426\u6b63\u786e\u8bc6\u522b\u5355\u5143\u683c\u5185\u6587\u672c\uff08\u6570\u5b57\/\u65e5\u671f\/\u4e2d\u6587\uff09\u3002\u9488\u5bf9\u4e0d\u540c\u95ee\u9898\uff0c\u91c7\u53d6\u4e0d\u540c\u7684\u7b56\u7565\u3002<\/p>\n<h4 class=\"mt-3\">\u5de5\u7a0b\u5c0f\u5efa\u8bae\uff08\u4f5c\u4e3a\u5f00\u53d1\u8005\u7684\u7ecf\u9a8c\uff09<\/h4>\n<ul>\n<li><strong>\u5c3d\u91cf\u4fdd\u8bc1\u56fe\u7247\u6e05\u6670\u3001\u5bf9\u9f50\uff1a<\/strong>\u62cd\u7167\u65f6\u4fdd\u6301\u5149\u7167\u5747\u5300\uff0c\u907f\u514d\u900f\u89c6\uff0c\u5fc5\u8981\u65f6\u505a\u900f\u89c6\u77eb\u6b63\u3002<\/li>\n<li><strong>\u4f18\u5148\u4f7f\u7528\u5e26\u8868\u683c\u68c0\u6d4b\u7684\u5de5\u5177\uff1a<\/strong>\u5355\u7eaf OCR \u5bb9\u6613\u51fa\u73b0\u5217\u9519\u4f4d\uff0c\u5e26\u8868\u683c\u8bc6\u522b\u7684\u5de5\u5177\u66f4\u7a33\u3002<\/li>\n<li><strong>\u683c\u5f0f\u5316\u5bfc\u51fa\uff1a<\/strong>\u5bf9\u8bc6\u522b\u51fa\u7684\u6570\u5b57\u3001\u65e5\u671f\u505a\u4e8c\u6b21\u6821\u9a8c\u4e0e\u6b63\u5219\u5904\u7406\uff0c\u4fdd\u8bc1\u5bfc\u51fa\u4e3a excel \u65f6\u683c\u5f0f\u6b63\u786e\u3002<\/li>\n<\/ul>\n<div class=\"alert alert-secondary mt-3\" role=\"alert\">\n  \u9700\u8981\u5feb\u901f\u4f53\u9a8c\u56fe\u7247\u8f6c\u8868\u683c\/\u56fe\u7247\u8f6cexcel\u3001\u56fe\u7247\u8f6c\u8868\u683c\u5728\u7ebf\u514d\u8d39\u670d\u52a1\u65f6\uff0c\u53ef\u7528 <a href=\"https:\/\/www.nimail.cn\/img-tools\/image-to-excel.html\" target=\"_blank\" rel=\"noopener\">nimail<\/a> \u4f5c\u4e3a\u57fa\u51c6\uff1b\u82e5\u9690\u79c1\u6216\u7cbe\u5ea6\u662f\u91cd\u70b9\uff0c\u5efa\u8bae\u91c7\u7528\u672c\u5730\u5316\u6216\u5546\u7528 API\uff08\u817e\u8baf\/\u963f\u91cc\/\u5b57\u8282\uff09\u505a\u5b9a\u5236\u5316\u8bc6\u522b\u6d41\u7a0b\u3002\n<\/div>\n<p>\u5982\u679c\u4f60\u60f3\u8981\u6211\u628a\u67d0\u5f20\u793a\u4f8b\u56fe\u7247\u5feb\u901f\u8dd1\u4e00\u6b21\u8bc6\u522b\uff0c\u6216\u628a\u4e0a\u9762\u7684 Python 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