{"id":5409,"date":"2026-02-21T11:23:42","date_gmt":"2026-02-21T02:23:42","guid":{"rendered":"https:\/\/eternalsphere.net\/echoes\/?p=5409"},"modified":"2026-06-06T10:22:47","modified_gmt":"2026-06-06T01:22:47","slug":"c504lkgo1jiw5h5","status":"publish","type":"post","link":"https:\/\/eternalsphere.net\/echoes\/index.php\/2026\/02\/21\/c504lkgo1jiw5h5\/","title":{"rendered":"\u4ece\u4e8c\u7ef4\u5230\u4e09\u7ef4\uff1aSAM 3D \u6a21\u578b\u6280\u672f\u89e3\u6790"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\uff0c\u56fe\u50cf\u5206\u5272\u5df2\u7ecf\u53d1\u5c55\u591a\u5e74\u3002\u800c\u968f\u7740\u4e09\u7ef4\u91cd\u5efa\u4e0e\u7a7a\u95f4\u7406\u89e3\u9700\u6c42\u7684\u589e\u957f\uff0c\u7814\u7a76\u5f00\u59cb\u4ece\u201c\u8bc6\u522b\u56fe\u50cf\u4e2d\u7684\u5bf9\u8c61\u201d\u8d70\u5411\u201c\u7406\u89e3\u5bf9\u8c61\u7684\u4e09\u7ef4\u7ed3\u6784\u201d\u3002<br><strong>Segment Anything Model\uff08SAM\uff09<\/strong> \u7684\u51fa\u73b0\uff0c\u672c\u8d28\u4e0a\u89e3\u51b3\u4e86\u201c\u901a\u7528\u5206\u5272\u201d\u95ee\u9898\u3002\u800c\u5728\u6b64\u57fa\u7840\u4e0a\u53d1\u5c55\u7684 <strong>SAM 3D<\/strong>\uff0c\u5219\u8fdb\u4e00\u6b65\u5c1d\u8bd5\u89e3\u51b3\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u5982\u4f55\u4ece\u4e8c\u7ef4\u56fe\u50cf\u63a8\u65ad\u4e09\u7ef4\u7ed3\u6784\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u6587\u5c06\u4ece\u539f\u7406\u3001\u7ed3\u6784\u3001\u80fd\u529b\u4e0e\u5e94\u7528\u51e0\u4e2a\u5c42\u9762\uff0c\u5bf9 SAM 3D \u8fdb\u884c\u7cfb\u7edf\u68b3\u7406\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e00\u3001\u6280\u672f\u80cc\u666f\uff1a\u4ece 2D \u5206\u5272\u5230 3D \u91cd\u5efa<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u7684 3D \u91cd\u5efa\u901a\u5e38\u4f9d\u8d56\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u591a\u89c6\u89d2\u56fe\u50cf\uff08Multi-view\uff09<\/li>\n\n\n\n<li>\u6df1\u5ea6\u76f8\u673a<\/li>\n\n\n\n<li>\u6fc0\u5149\u626b\u63cf<\/li>\n\n\n\n<li>\u4eba\u5de5\u5efa\u6a21<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c SAM 3D \u7684\u6838\u5fc3\u601d\u60f3\u662f\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u5229\u7528\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u89c6\u89c9\u6a21\u578b\u7684\u5148\u9a8c\u77e5\u8bc6\uff0c\u4ece\u5355\u5f20\u56fe\u50cf\u4e2d\u63a8\u65ad\u4e09\u7ef4\u7ed3\u6784\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5e76\u4e0d\u662f\u201c\u771f\u5b9e\u6d4b\u91cf\u201d\uff0c\u800c\u662f\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u7ed3\u6784\u63a8\u65ad\u4e0e\u5f62\u72b6\u8865\u5168\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e8c\u3001SAM 3D \u7684\u6838\u5fc3\u80fd\u529b<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">1\ufe0f\u20e3 \u5355\u56fe 3D \u63a8\u65ad<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f93\u5165\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e00\u5f20\u666e\u901a RGB \u56fe\u7247<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f93\u51fa\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7269\u4f53\u7684\u4e09\u7ef4\u51e0\u4f55\u7ed3\u6784\uff08mesh \u6216 point cloud\uff09<\/li>\n\n\n\n<li>\u6df1\u5ea6\u4f30\u8ba1<\/li>\n\n\n\n<li>\u906e\u6321\u533a\u57df\u7684\u8865\u5168\u63a8\u65ad<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f SAM 3D \u7684\u6838\u5fc3\u7a81\u7834\u4e4b\u4e00\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">2\ufe0f\u20e3 \u57fa\u4e8e\u5206\u5272\u7684\u4e09\u7ef4\u91cd\u5efa<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">SAM 3D \u5e76\u4e0d\u662f\u72ec\u7acb\u6a21\u578b\uff0c\u800c\u662f\u5efa\u7acb\u5728 SAM \u5206\u5272\u80fd\u529b\u4e4b\u4e0a\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5148\u901a\u8fc7 SAM \u7cbe\u786e\u5206\u5272\u51fa\u76ee\u6807\u5bf9\u8c61<\/li>\n\n\n\n<li>\u5bf9\u5206\u5272\u533a\u57df\u8fdb\u884c\u6df1\u5ea6\u4e0e\u5f62\u72b6\u63a8\u65ad<\/li>\n\n\n\n<li>\u91cd\u5efa\u4e09\u7ef4\u8868\u793a<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u201c\u5148\u5206\u5272\u3001\u518d\u5347\u7ef4\u201d\u7684\u6d41\u7a0b\uff0c\u4f7f\u5f97\u6a21\u578b\u5177\u6709\u66f4\u5f3a\u7684\u53ef\u63a7\u6027\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e09\u3001\u6a21\u578b\u7ed3\u6784\u6982\u89c8<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u867d\u7136\u5177\u4f53\u5b9e\u73b0\u4f1a\u56e0\u7248\u672c\u4e0d\u540c\u800c\u53d8\u5316\uff0c\u4f46\u603b\u4f53\u7ed3\u6784\u53ef\u4ee5\u6982\u62ec\u4e3a\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u56fe\u50cf\u7f16\u7801\u5668 (Vision Transformer)<br>        \u2193<br>\u533a\u57df\u5206\u5272\u6a21\u5757<br>        \u2193<br>\u6df1\u5ea6\u9884\u6d4b\u7f51\u7edc<br>        \u2193<br>\u4e09\u7ef4\u8868\u793a\u751f\u6210\u6a21\u5757<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u6838\u5fc3\u6280\u672f\u901a\u5e38\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Transformer \u7f16\u7801\u5668<\/li>\n\n\n\n<li>\u9690\u5f0f\u4e09\u7ef4\u8868\u793a\uff08Implicit representation\uff09<\/li>\n\n\n\n<li>\u6df1\u5ea6\u56fe\u4f30\u8ba1<\/li>\n\n\n\n<li>\u795e\u7ecf\u8f90\u5c04\u573a\uff08NeRF \u7c7b\u601d\u60f3\uff09<\/li>\n\n\n\n<li>\u5f62\u72b6\u8865\u5168\u7f51\u7edc<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">SAM 3D \u66f4\u504f\u5411\u201c3D \u8868\u793a\u751f\u6210\u6846\u67b6\u201d\uff0c\u800c\u975e\u5355\u4e00\u56fa\u5b9a\u6a21\u578b\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">\u56db\u3001\u8f93\u51fa\u5f62\u5f0f<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c1\u8f93\u51fa\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>3D \u7f51\u683c\uff08Mesh\uff09<\/li>\n\n\n\n<li>\u70b9\u4e91\uff08Point Cloud\uff09<\/li>\n\n\n\n<li>\u6df1\u5ea6\u56fe\uff08Depth Map\uff09<\/li>\n\n\n\n<li>\u53ef\u5bfc\u5165 3D \u8f6f\u4ef6\u7684 OBJ\/PLY \u6587\u4ef6<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u7ed3\u679c\u53ef\u7528\u4e8e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6e38\u620f\u5f15\u64ce<\/li>\n\n\n\n<li>Blender<\/li>\n\n\n\n<li>Unreal Engine<\/li>\n\n\n\n<li>\u673a\u5668\u4eba\u89c6\u89c9\u7cfb\u7edf<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e94\u3001\u4e0e\u4f20\u7edf 3D \u6280\u672f\u7684\u5bf9\u6bd4<\/h1>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7ef4\u5ea6<\/th><th>\u4f20\u7edf\u65b9\u6cd5<\/th><th>SAM 3D<\/th><\/tr><\/thead><tbody><tr><td>\u6570\u636e\u9700\u6c42<\/td><td>\u591a\u89c6\u89d2<\/td><td>\u5355\u5f20\u56fe\u7247<\/td><\/tr><tr><td>\u8bbe\u5907\u8981\u6c42<\/td><td>\u4e13\u4e1a\u8bbe\u5907<\/td><td>\u666e\u901a\u56fe\u50cf<\/td><\/tr><tr><td>\u5904\u7406\u65b9\u5f0f<\/td><td>\u51e0\u4f55\u8ba1\u7b97<\/td><td>\u6df1\u5ea6\u5b66\u4e60\u63a8\u65ad<\/td><\/tr><tr><td>\u906e\u6321\u5904\u7406<\/td><td>\u56f0\u96be<\/td><td>\u53ef\u63a8\u65ad\u8865\u5168<\/td><\/tr><tr><td>\u81ea\u52a8\u5316\u7a0b\u5ea6<\/td><td>\u4f4e<\/td><td>\u9ad8<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9700\u8981\u5f3a\u8c03\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">SAM 3D \u7684\u7ed3\u679c\u662f\u201c\u5b66\u4e60\u63a8\u65ad\u201d\uff0c\u4e0d\u662f\u7cbe\u5bc6\u6d4b\u91cf\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\u5728\u5de5\u7a0b\u6d4b\u91cf\u9886\u57df\u4ecd\u9700\u7ed3\u5408\u771f\u5b9e\u6df1\u5ea6\u6570\u636e\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">\u516d\u3001\u5178\u578b\u5e94\u7528\u573a\u666f<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83c\udfae \u6570\u5b57\u5185\u5bb9\u521b\u4f5c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5feb\u901f\u751f\u6210 3D \u6a21\u578b\uff0c\u7528\u4e8e\u6e38\u620f\u6216\u52a8\u753b\u5236\u4f5c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udd76\ufe0f AR \/ VR<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u8fc7\u666e\u901a\u7167\u7247\u751f\u6210\u53ef\u4ea4\u4e92 3D \u7269\u4f53\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83e\udd16 \u673a\u5668\u4eba\u89c6\u89c9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u589e\u5f3a\u673a\u5668\u4eba\u5bf9\u7a7a\u95f4\u7ed3\u6784\u7684\u7406\u89e3\u80fd\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83c\udfe5 \u533b\u5b66\u5f71\u50cf<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4f5c\u4e3a\u4e09\u7ef4\u5206\u5272\u6216\u91cd\u5efa\u7684\u8f85\u52a9\u5de5\u5177\uff08\u9700\u4e13\u95e8\u5fae\u8c03\uff09\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e03\u3001\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">SAM 3D \u5c5e\u4e8e\u5178\u578b\u7684\u9ad8\u663e\u5b58\u63a8\u7406\u6a21\u578b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63a8\u7406\uff1a24GB \u663e\u5b58\u8f83\u4e3a\u8212\u9002<\/li>\n\n\n\n<li>\u8bad\u7ec3\uff1a48GB \u4ee5\u4e0a\u663e\u5b58<\/li>\n\n\n\n<li>\u5185\u5b58\u5efa\u8bae\uff1a32\u201364GB<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u74f6\u9888\u901a\u5e38\u5728 GPU \u663e\u5b58\u4e0e\u6570\u636e I\/O\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">\u516b\u3001\u5c40\u9650\u6027<\/h1>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5bf9\u975e\u5178\u578b\u7ed3\u6784\u6cdb\u5316\u80fd\u529b\u6709\u9650<\/li>\n\n\n\n<li>\u5355\u89c6\u89d2\u63a8\u65ad\u5b58\u5728\u51e0\u4f55\u4e0d\u786e\u5b9a\u6027<\/li>\n\n\n\n<li>\u5927\u89c4\u6a21\u8bad\u7ec3\u4f9d\u8d56\u9ad8\u8d28\u91cf 3D \u6570\u636e<\/li>\n\n\n\n<li>\u5bf9\u5de5\u4e1a\u7ea7\u7cbe\u5ea6\u8981\u6c42\u4ecd\u4e0d\u8db3<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u66f4\u9002\u5408\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5185\u5bb9\u751f\u6210<\/li>\n\n\n\n<li>\u89c6\u89c9\u7406\u89e3<\/li>\n\n\n\n<li>\u539f\u578b\u9a8c\u8bc1<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c\u975e\u7cbe\u5bc6\u6d4b\u91cf\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e5d\u3001\u6280\u672f\u610f\u4e49<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">SAM 3D \u7684\u771f\u6b63\u610f\u4e49\u5728\u4e8e\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u5b83\u5c06\u201c\u5206\u5272\u6a21\u578b\u201d\u63a8\u8fdb\u5230\u201c\u7a7a\u95f4\u7406\u89e3\u6a21\u578b\u201d\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u201c\u8bc6\u522b\u50cf\u7d20\u5c5e\u4e8e\u8c01\u201d\uff0c\u5230\u201c\u7406\u89e3\u7269\u4f53\u5728\u7a7a\u95f4\u4e2d\u7684\u5f62\u72b6\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u89c6\u89c9\u6a21\u578b\u4ece\u4e8c\u7ef4\u8bed\u4e49\u7406\u89e3\u5411\u4e09\u7ef4\u7ed3\u6784\u7406\u89e3\u8fc7\u6e21\u7684\u91cd\u8981\u4e00\u6b65\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\">\u5341\u3001\u603b\u7ed3<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">SAM 3D \u4ee3\u8868\u7684\u662f\u4e00\u79cd\u8d8b\u52bf\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u89c6\u89c9\u57fa\u7840\u6a21\u578b + \u4e09\u7ef4\u8868\u793a<\/li>\n\n\n\n<li>\u5355\u56fe\u5230\u4e09\u7ef4<\/li>\n\n\n\n<li>\u5206\u5272\u4e0e\u7a7a\u95f4\u7ed3\u6784\u7ed3\u5408<\/li>\n<\/ul>\n\n\n\n<p 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