{"id":98906,"date":"2024-11-07T14:55:18","date_gmt":"2024-11-07T06:55:18","guid":{"rendered":"https:\/\/www.techphant.cn\/?p=98906"},"modified":"2024-11-07T15:38:46","modified_gmt":"2024-11-07T07:38:46","slug":"lwwthbxlgsbm","status":"publish","type":"post","link":"https:\/\/www.techphant.cn\/blog\/98906.html","title":{"rendered":"\u804a\u65e0\u7f51\u901a\u8bdd\u5fc5\u987b\u4e24\u4e2a\u8bbe\u5907\u5417"},"content":{"rendered":"\n<p>\u3000\u3000\u804a<strong>\u65e0\u7f51\u901a\u8bdd<\/strong>\u662f\u5426\u5fc5\u987b\u4e24\u4e2a\u8bbe\u5907\uff0c\u53d6\u51b3\u4e8e\u5177\u4f53\u7684\u6280\u672f\u5b9e\u73b0\u548c\u5e94\u7528\u573a\u666f\u3002\u5728OPPO\u7684\u65e0\u7f51\u7edc\u901a\u4fe1\u6280\u672f(MeshTalk)\u4e2d\uff0c\u8fd9\u9879\u6280\u672f\u53ef\u4ee5\u5728\u6ca1\u6709\u8702\u7a9d\u7f51\u7edc\u3001Wi-Fi\u548c\u84dd\u7259\u7684\u60c5\u51b5\u4e0b\uff0c\u901a\u8fc7<strong>\u591a\u53f0\u8bbe\u5907<\/strong>\u4ee5mesh\u7684\u65b9\u5f0f\u8fdb\u884c\u81ea\u7531\u7ec4\u7f51\uff0c\u5b9e\u73b0\u591a\u4eba\u7fa4\u804a\u3002\u8fd9\u610f\u5473\u7740\uff0c\u867d\u7136\u7406\u8bba\u4e0a\u53ef\u4ee5\u8fdb\u884c\u70b9\u5bf9\u70b9\u7684\u901a\u4fe1\uff0c\u4f46\u4e3a\u4e86\u5b9e\u73b0\u66f4\u5e7f\u6cdb\u7684\u901a\u4fe1\u9700\u6c42\uff0c\u901a\u5e38\u9700\u8981\u591a\u53f0\u8bbe\u5907\u8fdb\u884c\u7ec4\u7f51\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u56e0\u6b64\uff0c\u867d\u7136\u7406\u8bba\u4e0a\u4e24\u4e2a\u8bbe\u5907\u4e5f\u53ef\u4ee5\u8fdb\u884c\u65e0\u7f51\u901a\u8bdd\uff0c\u4f46\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u4e3a\u4e86\u652f\u6301\u66f4\u591a\u7684\u4eba\u7fa4\u540c\u65f6\u53c2\u4e0e\u901a\u8bdd\uff0c\u901a\u5e38\u9700\u8981\u591a\u4e2a\u8bbe\u5907\u534f\u540c\u5de5\u4f5c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u4e00\u3001 \u65e0\u7f51\u901a\u8bdd\u6280\u672f\u7684\u6700\u65b0\u53d1\u5c55<\/h2>\n\n\n\n<p>\u3000\u3000\u65e0\u7f51\u901a\u8bdd\u6280\u672f\u7684\u6700\u65b0\u53d1\u5c55\u4e3b\u8981\u4f53\u73b0\u5728\u4e24\u4e2a\u65b9\u9762\uff1a\u5c0f\u7c73\u548cvivo\u5206\u522b\u63a8\u51fa\u4e86\u5404\u81ea\u7684\u6280\u672f\u521b\u65b0\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u5c0f\u7c73\u57282024\u5e7410\u670829\u65e5\u53d1\u5e03\u4e86\u5c0f\u7c73\u661f\u8fb0\u901a\u4fe1\u7cfb\u7edf\uff0c\u8fd9\u662f\u884c\u4e1a\u9996\u4e2a\u516c\u91cc\u7ea7\u65e0\u7f51\u901a\u8bdd\u6280\u672f\uff0c\u80fd\u591f\u5728\u5b8c\u5168\u65e0\u7f51\u7edc\u652f\u6301\u7684\u60c5\u51b5\u4e0b\uff0c\u5b9e\u73b0\u534a\u5f84\u8fbe3.5\u516c\u91cc\u7684\u53cc\u5411\u901a\u8bdd\u3002\u8fd9\u9879\u6280\u672f\u7531\u5c0f\u7c7315 Pro\u9996\u53d1\u642d\u8f7d\uff0c\u5e76\u914d\u5907\u4e86\u5c0f\u7c73\u6f8e\u6e43T1S\u4fe1\u53f7\u589e\u5f3a\u82af\u7247\u4ee5\u53caAI\u5929\u7ebf\u667a\u9009\u6280\u672f\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u901a\u4fe1\u80fd\u529b\u3002\u6b64\u5916\uff0c\u5c0f\u7c73\u7684\u65e0\u7f51\u901a\u4fe1\u8fd8\u652f\u6301mesh\u7ec4\u7f51\uff0c\u9700\u8981\u5728\u540c\u54c1\u724c\u7ec8\u7aef\u4e0b\u624d\u80fd\u652f\u6301\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u53e6\u4e00\u65b9\u9762\uff0cvivo\u57282024\u5e7410\u670810\u65e5\u7684\u5f00\u53d1\u8005\u5927\u4f1a\u4e0a\u53d1\u5e03\u4e86\u57fa\u4e8e\u84dd\u7259\u7684\u516c\u91cc\u7ea7\u65e0\u7f51\u901a\u4fe1\u6280\u672f\uff0c\u80fd\u591f\u5728\u65e0\u7f51\u7edc\u4fe1\u53f7\u7684\u7a7a\u65f7\u73af\u5883\u4e0b\uff0c\u652f\u6301\u6700\u8fdc\u8d85\u8fc71.5\u516c\u91cc\u7684\u70b9\u5bf9\u70b9\u8bed\u97f3\u5bf9\u8bb2\u548c\u6587\u5b57\u4f20\u8f93\u3002\u8fd9\u9879\u6280\u672f\u786e\u4fdd\u7528\u6237\u5728\u5f92\u6b65\u3001\u9732\u8425\u7b49\u65e0\u7f51\u73af\u5883\u4e0b\u4ecd\u80fd\u4fdd\u6301\u901a\u4fe1\u4e0d\u65ad\u8054\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"726\" height=\"450\" src=\"https:\/\/www.techphant.cn\/wp-content\/uploads\/2024\/11\/wwtx24117a.jpg\" alt=\"\u65e0\u7f51\u901a\u4fe1\" class=\"wp-image-98908\" srcset=\"https:\/\/www.techphant.cn\/wp-content\/uploads\/2024\/11\/wwtx24117a.jpg 726w, https:\/\/www.techphant.cn\/wp-content\/uploads\/2024\/11\/wwtx24117a-300x186.jpg 300w, https:\/\/www.techphant.cn\/wp-content\/uploads\/2024\/11\/wwtx24117a-600x372.jpg 600w\" sizes=\"(max-width: 726px) 100vw, 726px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u4e8c\u3001 MeshTalk\u6280\u672f\u7684\u5177\u4f53\u5de5\u4f5c\u539f\u7406\u548c\u9650\u5236\u6761\u4ef6<\/h2>\n\n\n\n<p>\u3000\u3000MeshTalk\u6280\u672f\u662f\u4e00\u79cd\u4ece\u8bed\u97f3\u751f\u6210\u5168\u81383D\u52a8\u753b\u7684\u901a\u7528\u65b9\u6cd5\uff0c\u5176\u6838\u5fc3\u5728\u4e8e\u8de8\u6a21\u6001\u89e3\u7ea0\u7f20(cross-modality disentanglement)\u6280\u672f\u3002\u8be5\u6280\u672f\u901a\u8fc7\u5c06\u8f93\u5165\u4fe1\u53f7\u5206\u4e3a\u8bed\u97f3\u4fe1\u53f7\u548c\u8868\u60c5\u4fe1\u53f7\u4e24\u90e8\u5206\uff0c\u53ef\u4ee5\u8f93\u51fa\u53ef\u4fe1\u7684\u4e0a\u9762\u90e8\u52a8\u4f5c\uff0c\u4ece\u800c\u751f\u6210\u903c\u771f\u7684\u6574\u4e2a\u9762\u90e8\u4e09\u7ef4\u52a8\u753b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30001. \u5177\u4f53\u5de5\u4f5c\u539f\u7406\u5982\u4e0b\uff1a<\/h3>\n\n\n\n<p>\u3000\u3000<strong>\u97f3\u9891\u5904\u7406<\/strong>\uff1aMeshTalk\u4f7f\u7528torchaudio\u5e93\u5bf9\u8f93\u5165\u7684\u97f3\u9891\u8fdb\u884c\u9884\u5904\u7406\uff0c\u63d0\u53d6\u97f3\u9891\u7279\u5f81\u3002\u8fd9\u4e9b\u7279\u5f81\u968f\u540e\u88ab\u9001\u5165\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u4e2d\uff0c\u8fdb\u884c\u8de8\u6a21\u6001\u7684\u89e3\u8026\uff0c\u4ece\u800c\u5206\u79bb\u51fa\u4e0e\u9762\u90e8\u8868\u60c5\u76f8\u5173\u7684\u7279\u5f81\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u7f51\u7edc\u67b6\u6784<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000\u97f3\u9891\u7f16\u7801\u5668\u91c7\u7528\u56db\u5c421D\u65f6\u95f4\u5377\u79ef\u7f51\u7edc\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u8868\u60c5\u7f16\u7801\u5668\u5305\u542b\u4e09\u4e2a\u5168\u8fde\u63a5\u5c42\u540e\u63a5\u4e00\u4e2aLSTM\u5c42\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u878d\u5408\u6a21\u5757\u4e3a\u4e09\u5c42MLP\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u89e3\u7801\u5668D\u91c7\u7528UNet\u98ce\u683c\u67b6\u6784\uff0c\u5177\u6709\u52a0\u6027\u8df3\u8dc3\u8fde\u63a5\u3002\u5728\u74f6\u9888\u5c42\uff0c\u8868\u8fbe\u7f16\u7801\u5668\u4e0e\u7f16\u7801\u7684\u6a21\u677f\u7f51\u683c\u8fdb\u884c\u62fc\u63a5\uff0c\u968f\u540e\u901a\u8fc7\u4e24\u5c42LSTM\u5c42\u5efa\u6a21\u5e27\u95f4\u7684\u65f6\u5e8f\u4f9d\u8d56\u6027\uff0c\u518d\u901a\u8fc7\u4e09\u4e2a\u5168\u8fde\u63a5\u5c42\u5c06\u8868\u793a\u6620\u5c04\u56de\u9876\u70b9\u7a7a\u95f4\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u635f\u5931\u51fd\u6570<\/strong>\uff1a\u4e3a\u4e86\u786e\u4fdd\u8f93\u5165\u6a21\u5f0f\u4e0b\u7684\u4fe1\u606f\u5728\u6f5c\u5728\u7a7a\u95f4\u4e2d\u5f97\u5230\u5145\u5206\u5229\u7528\uff0cMeshTalk\u63d0\u51fa\u4e86\u4e00\u79cd\u8de8\u6a21\u6001\u635f\u5931\u51fd\u6570\u3002\u8be5\u635f\u5931\u51fd\u6570\u9f13\u52b1\u6a21\u578b\u72ec\u7acb\u4e8e\u97f3\u9891\u8f93\u5165\u51c6\u786e\u5730\u91cd\u5efa\u4e0a\u8138\u90e8\u5206\uff0c\u540c\u65f6\u4e5f\u80fd\u72ec\u7acb\u4e8e\u63d0\u4f9b\u7684\u8868\u8fbe\u5e8f\u5217\u51c6\u786e\u5730\u91cd\u5efa\u53e3\u90e8\u533a\u57df\u3002\u4e3a\u4e86\u5f3a\u8c03\u773c\u7751\u9876\u70b9\u7684\u91cd\u8981\u6027\uff0c\u7279\u522b\u6dfb\u52a0\u4e86\u773c\u7751\u635f\u5931\u3002\u6700\u7ec8\u4f18\u5316\u635f\u5931\u4e3aL = L_xMod + L_eyelid\uff0c\u5b9e\u8df5\u4e2d\u53d1\u73b0\u4e24\u8005\u7684\u6743\u91cd\u76f8\u7b49\u6548\u679c\u826f\u597d\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u81ea\u52a8\u56de\u5f52\u6a21\u578b<\/strong>\uff1a\u5f53\u4ec5\u4f7f\u7528\u97f3\u9891\u8f93\u5165\u9a71\u52a8\u6a21\u677f\u7f51\u683c\u65f6\uff0c\u65e0\u6cd5\u83b7\u5f97\u8868\u8fbe\u8f93\u5165x1:T\uff0c\u56e0\u6b64\u9700\u8981\u5b66\u4e60\u4e00\u4e2a\u81ea\u52a8\u56de\u5f52\u65f6\u95f4\u6a21\u578b\uff0c\u4ee5\u5728\u7c7b\u522b\u6f5c\u5728\u7a7a\u95f4\u4e2d\u751f\u6210\u53ef\u4fe1\u4e14\u4e0e\u97f3\u9891\u8f93\u5165\u4e00\u81f4\u7684\u6f5c\u5728\u5e8f\u5217\u3002\u5229\u7528\u8d1d\u53f6\u65af\u5b9a\u5f8b\uff0c\u53ef\u4ee5\u5c06\u7ed9\u5b9a\u97f3\u9891\u8f93\u5165a1:T\u4e0b\u6f5c\u5728\u5d4c\u5165c1:T,1:H\u7684\u6982\u7387\u5206\u89e3\u4e3a\u5f53\u524d\u548c\u8fc7\u53bb\u97f3\u9891\u4fe1\u606f\u7684\u4f9d\u8d56\u5173\u7cfb\u3002\u6211\u4eec\u4f7f\u7528\u7c7b\u4f3cPixelCNN\u7684\u81ea\u52a8\u56de\u5f52\u5377\u79ef\u7f51\u7edc\u6765\u5efa\u6a21\u8fd9\u4e00\u5173\u7cfb\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30002. \u9650\u5236\u6761\u4ef6\u5305\u62ec\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3000\u3000<strong>\u5ef6\u8fdf\u95ee\u9898<\/strong>\uff1a\u7531\u4e8e\u5b9e\u65f6\u5904\u7406\u7684\u9700\u6c42\uff0cMeshTalk\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u53ef\u80fd\u4f1a\u9047\u5230\u5ef6\u8fdf\u95ee\u9898\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u5b9e\u65f6\u8fd0\u884c\u9650\u5236<\/strong>\uff1a\u8be5\u7cfb\u7edf\u5728\u5b9e\u65f6\u8fd0\u884c\u65f6\u53ef\u80fd\u4f1a\u53d7\u5230\u6027\u80fd\u9650\u5236\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u9762\u90e8\u8ffd\u8e2a\u5931\u8d25<\/strong>\uff1a\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u9762\u90e8\u8ffd\u8e2a\u53ef\u80fd\u5931\u8d25\uff0c\u5bfc\u81f4\u52a8\u753b\u6548\u679c\u4e0d\u7406\u60f3\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u4e09\u3001 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