{"id":50459,"date":"2025-08-10T08:29:39","date_gmt":"2025-08-10T00:29:39","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/50459.html"},"modified":"2025-08-10T08:29:39","modified_gmt":"2025-08-10T00:29:39","slug":"%e5%8d%95%e7%89%87%e6%9c%ba%e7%89%a9%e8%81%94%e7%bd%91%e6%af%95%e4%b8%9a%e8%ae%be%e8%ae%a1%e5%8d%95%e7%89%87%e6%9c%ba%e6%af%95%e4%b8%9a%e8%ae%be%e8%ae%a1%e6%a8%a1%e6%9d%bf%e6%af%95%e8%ae%be%e7%ad%94","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/50459.html","title":{"rendered":"\u5355\u7247\u673a\u7269\u8054\u7f51\u6bd5\u4e1a\u8bbe\u8ba1|\u5355\u7247\u673a\u6bd5\u4e1a\u8bbe\u8ba1\u6a21\u677f|\u6bd5\u8bbe\u7b54\u8fa9|\u6bd5\u4e1a\u8bbe\u8ba1\u9879\u76ee|\u6bd5\u8bbe\u8bbe\u8ba1|\u57fa\u4e8eAI\u89c6\u9891\u5206\u6790\u7684\u666f\u533a\u5ba2\u6d41\u98ce\u9669\u9884\u8b66\u7cfb\u7edf"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"600\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002920-6897e7e096489.jpg\" width=\"960\" \/><\/p>\n<h2>\u6bd5\u4e1a\u8bbe\u8ba1\u9898\u76ee&#xff1a;\u57fa\u4e8eAI\u89c6\u9891\u5206\u6790\u7684\u666f\u533a\u5ba2\u6d41\u98ce\u9669\u9884\u8b66\u7cfb\u7edf<\/h2>\n<h5>1. \u7cfb\u7edf\u6982\u8ff0<\/h5>\n<p>1.1 \u5efa\u8bbe\u80cc\u666f<\/p>\n<ul>\n<li>\n<p>\u666f\u533a\u5b89\u5168\u7ba1\u7406\u9762\u4e34\u5ba2\u6d41\u6fc0\u589e\u6311\u6218<\/p>\n<\/li>\n<li>\n<p>\u4f20\u7edf\u4eba\u5de5\u76d1\u63a7\u5b58\u5728\u54cd\u5e94\u6ede\u540e\u95ee\u9898<\/p>\n<\/li>\n<li>\n<p>\u667a\u6167\u65c5\u6e38\u53d1\u5c55\u7684\u5fc5\u7136\u8981\u6c42<\/p>\n<\/li>\n<\/ul>\n<p>1.2 \u7cfb\u7edf\u5b9a\u4f4d<\/p>\n<ul>\n<li>\n<p>\u5b9e\u65f6\u5ba2\u6d41\u6001\u52bf\u611f\u77e5\u5e73\u53f0<\/p>\n<\/li>\n<li>\n<p>\u98ce\u9669\u667a\u80fd\u9884\u8b66\u51b3\u7b56\u7cfb\u7edf<\/p>\n<\/li>\n<li>\n<p>\u5e94\u6025\u6307\u6325\u8f85\u52a9\u7cfb\u7edf<\/p>\n<\/li>\n<\/ul>\n<h5>2. \u7cfb\u7edf\u67b6\u6784<\/h5>\n<p>2.1 \u611f\u77e5\u5c42<\/p>\n<ul>\n<li>\n<p>\u9ad8\u6e05\u89c6\u9891\u76d1\u63a7\u7f51\u7edc&#xff08;4K\u667a\u80fd\u6444\u50cf\u5934&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u70ed\u6210\u50cf\u6d4b\u6e29\u8bbe\u5907<\/p>\n<\/li>\n<li>\n<p>\u4eba\u8138\u8bc6\u522b\u95f8\u673a\u6570\u636e<\/p>\n<\/li>\n<li>\n<p>\u65e0\u4eba\u673a\u5de1\u68c0\u7cfb\u7edf&#xff08;\u53ef\u9009&#xff09;<\/p>\n<\/li>\n<\/ul>\n<p>2.2 \u8fb9\u7f18\u8ba1\u7b97\u5c42<\/p>\n<ul>\n<li>\n<p>\u667a\u80fd\u5206\u6790\u76d2\u5b50&#xff08;GPU\u52a0\u901f&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u89c6\u9891\u7ed3\u6784\u5316\u5904\u7406<\/p>\n<\/li>\n<li>\n<p>\u672c\u5730\u5b9e\u65f6\u5206\u6790<\/p>\n<\/li>\n<\/ul>\n<p>2.3 \u5e73\u53f0\u5c42<\/p>\n<ul>\n<li>\n<p>\u89c6\u9891\u5206\u6790\u5f15\u64ce<\/p>\n<\/li>\n<li>\n<p>\u98ce\u9669\u9884\u8b66\u6a21\u578b<\/p>\n<\/li>\n<li>\n<p>\u6570\u636e\u53ef\u89c6\u5316\u5e73\u53f0<\/p>\n<\/li>\n<li>\n<p>\u5e94\u6025\u6307\u6325\u7cfb\u7edf<\/p>\n<\/li>\n<\/ul>\n<p>2.4 \u5e94\u7528\u5c42<\/p>\n<ul>\n<li>\n<p>\u5ba2\u6d41\u76d1\u6d4b\u5e94\u7528<\/p>\n<\/li>\n<li>\n<p>\u9884\u8b66\u5904\u7f6e\u5e94\u7528<\/p>\n<\/li>\n<li>\n<p>\u51b3\u7b56\u5206\u6790\u5e94\u7528<\/p>\n<\/li>\n<li>\n<p>\u79fb\u52a8\u5de1\u67e5\u5e94\u7528<\/p>\n<\/li>\n<\/ul>\n<h5>3. \u6838\u5fc3\u529f\u80fd\u6a21\u5757<\/h5>\n<p>3.1 \u667a\u80fd\u5206\u6790\u6a21\u5757<\/p>\n<ul>\n<li>\n<p>\u5b9e\u65f6\u4eba\u6570\u7edf\u8ba1&#xff08;\u533a\u57df\/\u51fa\u5165\u53e3&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u5bc6\u5ea6\u70ed\u529b\u56fe\u751f\u6210<\/p>\n<\/li>\n<li>\n<p>\u4eba\u5458\u884c\u4e3a\u5206\u6790&#xff08;\u805a\u96c6\/\u5954\u8dd1\/\u8dcc\u5012&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u5f02\u5e38\u4e8b\u4ef6\u68c0\u6d4b&#xff08;\u6253\u67b6\/\u9057\u7559\u7269&#xff09;<\/p>\n<\/li>\n<\/ul>\n<p>3.2 \u98ce\u9669\u8bc4\u4f30\u6a21\u5757<\/p>\n<ul>\n<li>\n<p>\u62e5\u6324\u6307\u6570\u8ba1\u7b97\u6a21\u578b<\/p>\n<\/li>\n<li>\n<p>\u8e29\u8e0f\u98ce\u9669\u9884\u6d4b<\/p>\n<\/li>\n<li>\n<p>\u75ab\u60c5\u4f20\u64ad\u98ce\u9669\u8bc4\u4f30<\/p>\n<\/li>\n<li>\n<p>\u8bbe\u65bd\u8d1f\u8377\u5206\u6790<\/p>\n<\/li>\n<\/ul>\n<p>3.3 \u9884\u8b66\u5904\u7f6e\u6a21\u5757<\/p>\n<ul>\n<li>\n<p>\u591a\u7ea7\u9884\u8b66\u673a\u5236&#xff08;\u9ec4\/\u6a59\/\u7ea2&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u81ea\u52a8\u9884\u8b66\u4fe1\u606f\u63a8\u9001<\/p>\n<\/li>\n<li>\n<p>\u5e94\u6025\u9884\u6848\u5339\u914d<\/p>\n<\/li>\n<li>\n<p>\u5904\u7f6e\u6d41\u7a0b\u8ddf\u8e2a<\/p>\n<\/li>\n<\/ul>\n<p>3.4 \u51b3\u7b56\u652f\u6301\u6a21\u5757<\/p>\n<ul>\n<li>\n<p>\u5ba2\u6d41\u8d8b\u52bf\u9884\u6d4b<\/p>\n<\/li>\n<li>\n<p>\u5206\u6d41\u65b9\u6848\u6a21\u62df<\/p>\n<\/li>\n<li>\n<p>\u8d44\u6e90\u8c03\u5ea6\u5efa\u8bae<\/p>\n<\/li>\n<li>\n<p>\u5386\u53f2\u6848\u4f8b\u5e93<\/p>\n<\/li>\n<\/ul>\n<h5>4. \u5173\u952e\u6280\u672f\u65b9\u6848<\/h5>\n<p>4.1 \u89c6\u9891\u5206\u6790\u6280\u672f<\/p>\n<ul>\n<li>\n<p>\u6df1\u5ea6\u5b66\u4e60\u76ee\u6807\u68c0\u6d4b&#xff08;YOLO\u7cfb\u5217&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u591a\u76ee\u6807\u8ddf\u8e2a\u7b97\u6cd5&#xff08;DeepSORT&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u884c\u4e3a\u8bc6\u522b\u6a21\u578b&#xff08;3D CNN&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u5c0f\u76ee\u6807\u68c0\u6d4b\u4f18\u5316<\/p>\n<\/li>\n<\/ul>\n<p>4.2 \u5927\u6570\u636e\u6280\u672f<\/p>\n<ul>\n<li>\n<p>\u65f6\u7a7a\u6570\u636e\u5206\u6790<\/p>\n<\/li>\n<li>\n<p>\u591a\u6e90\u6570\u636e\u878d\u5408<\/p>\n<\/li>\n<li>\n<p>\u5b9e\u65f6\u6d41\u8ba1\u7b97<\/p>\n<\/li>\n<li>\n<p>\u5206\u5e03\u5f0f\u5b58\u50a8<\/p>\n<\/li>\n<\/ul>\n<p>4.3 \u9884\u8b66\u6a21\u578b\u6280\u672f<\/p>\n<ul>\n<li>\n<p>\u98ce\u9669\u91cf\u5316\u6307\u6807\u4f53\u7cfb<\/p>\n<\/li>\n<li>\n<p>\u591a\u56e0\u5b50\u52a0\u6743\u8bc4\u4f30<\/p>\n<\/li>\n<li>\n<p>\u52a8\u6001\u9608\u503c\u8c03\u6574<\/p>\n<\/li>\n<li>\n<p>\u9884\u6d4b\u6a21\u578b&#xff08;LSTM&#xff09;<\/p>\n<\/li>\n<\/ul>\n<h5>5. \u7cfb\u7edf\u5b9e\u73b0\u65b9\u6848<\/h5>\n<p>5.1 \u786c\u4ef6\u90e8\u7f72<\/p>\n<ul>\n<li>\n<p>\u6444\u50cf\u5934\u5e03\u70b9\u89c4\u5212&#xff08;\u91cd\u70b9\u533a\u57df\u5168\u8986\u76d6&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u8fb9\u7f18\u8ba1\u7b97\u8282\u70b9\u90e8\u7f72<\/p>\n<\/li>\n<li>\n<p>\u6307\u6325\u4e2d\u5fc3\u5927\u5c4f\u5efa\u8bbe<\/p>\n<\/li>\n<li>\n<p>\u5e94\u6025\u5e7f\u64ad\u7cfb\u7edf\u8054\u52a8<\/p>\n<\/li>\n<\/ul>\n<p>5.2 \u8f6f\u4ef6\u67b6\u6784<\/p>\n<ul>\n<li>\n<p>\u5fae\u670d\u52a1\u67b6\u6784<\/p>\n<\/li>\n<li>\n<p>\u5bb9\u5668\u5316\u90e8\u7f72<\/p>\n<\/li>\n<li>\n<p>\u5206\u5e03\u5f0f\u8ba1\u7b97\u6846\u67b6<\/p>\n<\/li>\n<li>\n<p>\u591a\u79df\u6237\u7ba1\u7406<\/p>\n<\/li>\n<\/ul>\n<p>5.3 \u63a5\u53e3\u8bbe\u8ba1<\/p>\n<ul>\n<li>\n<p>\u89c6\u9891\u63a5\u5165\u534f\u8bae&#xff08;GB\/T28181&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u6570\u636e\u5171\u4eab\u63a5\u53e3&#xff08;RESTful&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u7b2c\u4e09\u65b9\u7cfb\u7edf\u5bf9\u63a5<\/p>\n<\/li>\n<li>\n<p>\u79fb\u52a8\u7aefAPI<\/p>\n<\/li>\n<\/ul>\n<h5>6. \u7cfb\u7edf\u7279\u8272<\/h5>\n<p>6.1 \u6280\u672f\u521b\u65b0<\/p>\n<ul>\n<li>\n<p>\u591a\u7b97\u6cd5\u878d\u5408\u5206\u6790<\/p>\n<\/li>\n<li>\n<p>\u52a8\u6001\u98ce\u9669\u5efa\u6a21<\/p>\n<\/li>\n<li>\n<p>\u865a\u5b9e\u7ed3\u5408\u4eff\u771f<\/p>\n<\/li>\n<li>\n<p>\u81ea\u9002\u5e94\u5b66\u4e60<\/p>\n<\/li>\n<\/ul>\n<p>6.2 \u5e94\u7528\u521b\u65b0<\/p>\n<ul>\n<li>\n<p>\u5206\u7ea7\u54cd\u5e94\u673a\u5236<\/p>\n<\/li>\n<li>\n<p>\u9884\u6848\u6570\u5b57\u5316\u7ba1\u7406<\/p>\n<\/li>\n<li>\n<p>\u6e38\u5ba2\u4f53\u9a8c\u4f18\u5316<\/p>\n<\/li>\n<li>\n<p>\u8fd0\u8425\u6548\u7387\u63d0\u5347<\/p>\n<\/li>\n<\/ul>\n<h5>7. \u5b9e\u65bd\u4fdd\u969c<\/h5>\n<p>7.1 \u6570\u636e\u5b89\u5168<\/p>\n<ul>\n<li>\n<p>\u89c6\u9891\u8131\u654f\u5904\u7406<\/p>\n<\/li>\n<li>\n<p>\u52a0\u5bc6\u4f20\u8f93\u5b58\u50a8<\/p>\n<\/li>\n<li>\n<p>\u8bbf\u95ee\u6743\u9650\u63a7\u5236<\/p>\n<\/li>\n<li>\n<p>\u5408\u89c4\u6027\u7ba1\u7406<\/p>\n<\/li>\n<\/ul>\n<p>7.2 \u7cfb\u7edf\u53ef\u9760\u6027<\/p>\n<ul>\n<li>\n<p>\u53cc\u673a\u70ed\u5907<\/p>\n<\/li>\n<li>\n<p>\u8d1f\u8f7d\u5747\u8861<\/p>\n<\/li>\n<li>\n<p>\u65ad\u7f51\u7eed\u4f20<\/p>\n<\/li>\n<li>\n<p>\u707e\u5907\u6062\u590d<\/p>\n<\/li>\n<\/ul>\n<h5>8. \u9884\u671f\u6548\u76ca<\/h5>\n<p>8.1 \u5b89\u5168\u6548\u76ca<\/p>\n<ul>\n<li>\n<p>\u91cd\u5927\u4e8b\u6545\u53d1\u751f\u7387\u964d\u4f4e70%<\/p>\n<\/li>\n<li>\n<p>\u5e94\u6025\u54cd\u5e94\u65f6\u95f4\u7f29\u77ed80%<\/p>\n<\/li>\n<li>\n<p>\u9884\u8b66\u51c6\u786e\u7387\u226590%<\/p>\n<\/li>\n<\/ul>\n<p>8.2 \u7ba1\u7406\u6548\u76ca<\/p>\n<ul>\n<li>\n<p>\u7ba1\u7406\u6210\u672c\u964d\u4f4e40%<\/p>\n<\/li>\n<li>\n<p>\u6e38\u5ba2\u6ee1\u610f\u5ea6\u63d0\u534730%<\/p>\n<\/li>\n<li>\n<p>\u54c1\u724c\u5f62\u8c61\u63d0\u5347<\/p>\n<\/li>\n<\/ul>\n<h2>\u8fd0\u884c\u7ed3\u679c\u5c55\u793a&#xff1a;<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002921-6897e7e107ef3.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002921-6897e7e1bd9cd.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002922-6897e7e2809d7.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002923-6897e7e329c5c.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002923-6897e7e3af970.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002924-6897e7e46772a.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002925-6897e7e53b743.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002926-6897e7e65e5e6.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002927-6897e7e782818.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002928-6897e7e8ccd2c.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002930-6897e7ea285c2.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002931-6897e7eb18626.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002932-6897e7ec035dd.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002932-6897e7ecad3ce.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002933-6897e7ed6a4f8.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002934-6897e7ee8d5e4.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810002935-6897e7efa4e58.jpg\" width=\"1920\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1080\" 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