{"id":116561,"date":"2026-10-21T19:48:51","date_gmt":"2026-10-21T11:48:51","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/116561.html"},"modified":"2026-10-21T19:48:51","modified_gmt":"2026-10-21T11:48:51","slug":"yolo26%e6%bf%80%e6%b4%bb%e5%87%bd%e6%95%b0%e6%b7%b1%e5%ba%a6%e5%89%96%e6%9e%90%ef%bc%9asilu%e3%80%81mish%e4%b8%8erelu%e7%9a%84%e6%95%b0%e5%ad%a6%e5%8e%9f%e7%90%86%e3%80%81%e4%bb%a3%e7%a0%81%e5%ae%9e","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/116561.html","title":{"rendered":"YOLO26\u6fc0\u6d3b\u51fd\u6570\u6df1\u5ea6\u5256\u6790\uff1aSiLU\u3001Mish\u4e0eReLU\u7684\u6570\u5b66\u539f\u7406\u3001\u4ee3\u7801\u5b9e\u73b0\u53ca\u591a\u7ef4\u5ea6\u6027\u80fd\u5bf9\u6bd4"},"content":{"rendered":"<p> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261021114848-6ad8a6a0b7f25.png\"> <\/p>\n<p> <font color=\"#006666\"> \ud83c\udfac Clf\u4e36\u5fc6\u7b19\uff1a\u4e2a\u4eba\u4e3b\u9875 <\/font> <\/p>\n<p> <font color=\"#66CDAA\"> \ud83d\udd25 \u4e2a\u4eba\u4e13\u680f\uff1a\u300aYOLOv26\u6700\u65b0\u4e13\u680f\u300b <\/font> <\/p>\n<p> <font color=\"#7B68EE\"> \u26fa\ufe0f \u52aa\u529b\u4e0d\u4e00\u5b9a\u6210\u529f\uff0c\u4f46\u4e0d\u52aa\u529b\u4e00\u5b9a\u4e0d\u6210\u529f\uff01 <\/font> <\/p>\n<hr>\n<p> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261021114848-6ad8a6a0c43e5.jpg\"> <\/p>\n<hr>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>\n<ul>\n<li>\u4e00\u3001\u6fc0\u6d3b\u51fd\u6570\u5728\u76ee\u6807\u68c0\u6d4b\u4e2d\u7684\u6838\u5fc3\u5730\u4f4d<\/li>\n<li>\n<ul>\n<li>1.1 \u4e3a\u4ec0\u4e48\u6fc0\u6d3b\u51fd\u6570\u5982\u6b64\u91cd\u8981<\/li>\n<li>1.2 \u6fc0\u6d3b\u51fd\u6570\u7684\u8bbe\u8ba1\u54f2\u5b66<\/li>\n<li>1.3 YOLO26\u4e2d\u7684\u6fc0\u6d3b\u51fd\u6570\u4f7f\u7528\u73b0\u72b6<\/li>\n<\/ul>\n<\/li>\n<li>\u4e8c\u3001ReLU\u6fc0\u6d3b\u51fd\u6570\uff1a\u7ecf\u5178\u4e0e\u5c40\u9650<\/li>\n<li>\n<ul>\n<li>2.1 ReLU\u7684\u6570\u5b66\u5b9a\u4e49\u4e0e\u57fa\u672c\u6027\u8d28<\/li>\n<li>2.2 ReLU\u7684\\&#8221;\u6b7b\u795e\u7ecf\u5143\\&#8221;\u95ee\u9898<\/li>\n<li>2.3 ReLU\u5728YOLO26\u4e2d\u7684\u4ee3\u7801\u5b9e\u73b0\u4e0e\u5206\u6790<\/li>\n<li>2.4 ReLU\u7684\u53d8\u4f53\uff1aLeakyReLU\u4e0ePReLU<\/li>\n<li>2.5 ReLU\u5728YOLO26\u4e2d\u7684\u6027\u80fd\u8868\u73b0<\/li>\n<\/ul>\n<\/li>\n<li>\u4e09\u3001SiLU\u6fc0\u6d3b\u51fd\u6570\uff1aYOLO26\u7684\u9ed8\u8ba4\u9009\u62e9<\/li>\n<li>\n<ul>\n<li>3.1 SiLU\u7684\u6570\u5b66\u5b9a\u4e49\u4e0e\u6838\u5fc3\u7279\u6027<\/li>\n<li>3.2 SiLU\u7684\u975e\u5355\u8c03\u6027\uff1a\u4e00\u4e2a\u5173\u952e\u4f18\u52bf<\/li>\n<li>3.3 SiLU\u5728YOLO26\u4e2d\u7684\u4ee3\u7801\u5b9e\u73b0<\/li>\n<li>3.4 SiLU\u7684\u68af\u5ea6\u7279\u6027\u6df1\u5ea6\u5206\u6790<\/li>\n<li>3.5 SiLU\u7684\u03b2\u53c2\u6570\u5316\u4e0eSwish\u53d8\u4f53<\/li>\n<\/ul>\n<\/li>\n<li>\u56db\u3001Mish\u6fc0\u6d3b\u51fd\u6570\uff1a\u5e73\u6ed1\u4e4b\u7f8e<\/li>\n<li>\n<ul>\n<li>4.1 Mish\u7684\u6570\u5b66\u5b9a\u4e49\u4e0e\u72ec\u7279\u6027\u8d28<\/li>\n<li>4.2 Mish\u4e0eSiLU\u7684\u5bf9\u6bd4\u5206\u6790<\/li>\n<li>4.3 Mish\u5728YOLO26\u4e2d\u7684\u4ee3\u7801\u5b9e\u73b0<\/li>\n<li>4.4 Mish\u7684\u8ba1\u7b97\u6548\u7387\u4f18\u5316<\/li>\n<\/ul>\n<\/li>\n<li>\u4e94\u3001\u4e09\u5927\u6fc0\u6d3b\u51fd\u6570\u7684\u5168\u9762\u6027\u80fd\u5bf9\u6bd4<\/li>\n<li>\n<ul>\n<li>5.1 \u6570\u5b66\u6027\u8d28\u5bf9\u6bd4<\/li>\n<li>5.2 \u68af\u5ea6\u6d41\u5206\u6790<\/li>\n<li>5.3 \u6536\u655b\u901f\u5ea6\u5bf9\u6bd4<\/li>\n<li>5.4 \u4e0d\u540c\u68c0\u6d4b\u573a\u666f\u4e0b\u7684\u8868\u73b0\u5bf9\u6bd4<\/li>\n<\/ul>\n<\/li>\n<li>\u516d\u3001\u6fc0\u6d3b\u51fd\u6570\u9009\u62e9\u7684\u5b9e\u8df5\u6307\u5357<\/li>\n<li>\n<ul>\n<li>6.1 \u6839\u636e\u90e8\u7f72\u573a\u666f\u9009\u62e9\u6fc0\u6d3b\u51fd\u6570<\/li>\n<li>6.2 \u6df7\u5408\u6fc0\u6d3b\u51fd\u6570\u7b56\u7565<\/li>\n<li>6.3 \u6fc0\u6d3b\u51fd\u6570\u66ff\u6362\u7684\u5b8c\u6574\u5b9e\u8df5<\/li>\n<li>6.4 \u6fc0\u6d3b\u51fd\u6570\u9009\u62e9\u7684\u51b3\u7b56\u77e9\u9635<\/li>\n<\/ul>\n<\/li>\n<li>\u4e03\u3001\u6fc0\u6d3b\u51fd\u6570\u5bf9\u635f\u5931\u666f\u89c2\u7684\u5f71\u54cd<\/li>\n<li>\n<ul>\n<li>7.1 \u635f\u5931\u666f\u89c2\u4e0e\u4f18\u5316\u96be\u5ea6<\/li>\n<li>7.2 \u53ef\u89c6\u5316\u5206\u6790<\/li>\n<li>7.3 \u635f\u5931\u666f\u89c2\u5e73\u6ed1\u5ea6\u91cf\u5316<\/li>\n<\/ul>\n<\/li>\n<li>\u516b\u3001\u6fc0\u6d3b\u51fd\u6570\u4e0e\u6279\u5f52\u4e00\u5316\u7684\u534f\u540c\u6548\u5e94<\/li>\n<li>\n<ul>\n<li>8.1 \u6fc0\u6d3b\u51fd\u6570\u4e0eBN\u7684\u4ea4\u4e92\u4f5c\u7528<\/li>\n<li>8.2 \u4e0d\u540c\u6fc0\u6d3b\u51fd\u6570\u4e0bBN\u7684\u6700\u4f73\u914d\u7f6e<\/li>\n<li>8.3 BN\u53c2\u6570\u5bf9\u6fc0\u6d3b\u51fd\u6570\u6548\u679c\u7684\u5f71\u54cd<\/li>\n<\/ul>\n<\/li>\n<li>\u4e5d\u3001\u6fc0\u6d3b\u51fd\u6570\u5bf9\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u7684\u5f71\u54cd<\/li>\n<li>\n<ul>\n<li>9.1 \u6b63\u5219\u5316\u6548\u5e94\u5206\u6790<\/li>\n<li>9.2 \u8fc7\u62df\u5408\u98ce\u9669\u8bc4\u4f30<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u3001\u9ad8\u7ea7\u8bdd\u9898\uff1a\u81ea\u5b9a\u4e49\u6fc0\u6d3b\u51fd\u6570<\/li>\n<li>\n<ul>\n<li>10.1 \u8bbe\u8ba1\u81ea\u5b9a\u4e49\u6fc0\u6d3b\u51fd\u6570\u7684\u539f\u5219<\/li>\n<li>10.2 \u81ea\u5b9a\u4e49\u6fc0\u6d3b\u51fd\u6570\u7684\u5b9e\u73b0\u793a\u4f8b<\/li>\n<li>10.3 \u81ea\u5b9a\u4e49\u6fc0\u6d3b\u51fd\u6570\u7684\u9a8c\u8bc1\u65b9\u6cd5<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u4e00\u3001\u6fc0\u6d3b\u51fd\u6570\u7684\u91cf\u5316\u4e0e\u90e8\u7f72\u8003\u91cf<\/li>\n<li>\n<ul>\n<li>11.1 \u6fc0\u6d3b\u51fd\u6570\u5bf9\u6a21\u578b\u91cf\u5316\u7684\u5f71\u54cd<\/li>\n<li>11.2 \u91cf\u5316\u611f\u77e5\u8bad\u7ec3\u4e2d\u7684\u6fc0\u6d3b\u51fd\u6570\u5904\u7406<\/li>\n<li>11.3 \u4e0d\u540c\u786c\u4ef6\u5e73\u53f0\u4e0a\u7684\u6fc0\u6d3b\u51fd\u6570\u6027\u80fd<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u4e8c\u3001\u5b9e\u9a8c\u590d\u73b0\u4e0e\u5b8c\u6574\u8bad\u7ec3\u6d41\u7a0b<\/li>\n<li>\n<ul>\n<li>12.1 \u5b8c\u6574\u7684\u5bf9\u6bd4\u5b9e\u9a8c\u4ee3\u7801<\/li>\n<li>12.2 \u5b9e\u9a8c\u7ed3\u679c\u5206\u6790\u4e0e\u7ed3\u8bba<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u4e09\u3001\u6fc0\u6d3b\u51fd\u6570\u9009\u62e9\u7684\u5e38\u89c1\u8bef\u533a\u4e0e\u907f\u5751\u6307\u5357<\/li>\n<li>\n<ul>\n<li>13.1 \u8bef\u533a\u4e00\uff1a\u6fc0\u6d3b\u51fd\u6570\u8d8a\u590d\u6742\u8d8a\u597d<\/li>\n<li>13.2 \u8bef\u533a\u4e8c\uff1a\u6240\u6709\u5c42\u90fd\u5e94\u8be5\u4f7f\u7528\u76f8\u540c\u7684\u6fc0\u6d3b\u51fd\u6570<\/li>\n<li>13.3 \u8bef\u533a\u4e09\uff1a\u6fc0\u6d3b\u51fd\u6570\u53ef\u4ee5\u5f25\u8865\u5176\u4ed6\u8bbe\u8ba1\u7f3a\u9677<\/li>\n<li>13.4 \u8bef\u533a\u56db\uff1a\u5ffd\u7565\u6fc0\u6d3b\u51fd\u6570\u7684\u91cf\u5316\u5f71\u54cd<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u56db\u3001\u603b\u7ed3\u4e0e\u6700\u4f73\u5b9e\u8df5<\/li>\n<li>\n<ul>\n<li>14.1 \u6fc0\u6d3b\u51fd\u6570\u9009\u62e9\u7684\u6838\u5fc3\u539f\u5219<\/li>\n<li>14.2 YOLO26\u6fc0\u6d3b\u51fd\u6570\u914d\u7f6e\u901f\u67e5\u8868<\/li>\n<li>14.3 \u672a\u6765\u65b9\u5411<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u4e00\u3001\u6fc0\u6d3b\u51fd\u6570\u5728\u76ee\u6807\u68c0\u6d4b\u4e2d\u7684\u6838\u5fc3\u5730\u4f4d<\/h3>\n<h4>1.1 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