{"id":38960,"date":"2025-02-26T16:01:38","date_gmt":"2025-02-26T08:01:38","guid":{"rendered":"https:\/\/17aitech.com\/?p=38960"},"modified":"2025-02-26T16:01:38","modified_gmt":"2025-02-26T08:01:38","slug":"idea%e7%a0%94%e7%a9%b6%e9%99%a2%e5%8f%91%e5%b8%83dino-x%e7%9b%ae%e6%a0%87%e6%a3%80%e6%b5%8b%e8%a7%86%e8%a7%89%e5%a4%a7%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38960","title":{"rendered":"IDEA\u7814\u7a76\u9662\u53d1\u5e03DINO-X\u76ee\u6807\u68c0\u6d4b\u89c6\u89c9\u5927\u6a21\u578b"},"content":{"rendered":"

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\u6e90\u81ea\u81ea\u7136\u8bed\u8a00\u7814\u7a76\u7684Transformer\u67b6\u6784\u8bde\u751f\u540e\uff0c\u89c6\u89c9\u6a21\u578b\u4e0e\u4e4b\u7ed3\u5408\uff0c\u8d70\u4e0a\u4e00\u6761\u201c\u4ece\u5c0f\u53d8\u5927\uff0c\u4eceN\u53d81\u201d\u4e4b\u8def\u3002\u81ea2022\u5e74\u8d77\uff0cIDEA\u56e2\u961f\u4ece\u76ee\u6807\u68c0\u6d4b\u51fa\u53d1\uff0c\u6253\u9020\u7cbe\u51c6\u5ea6\u3001\u901a\u7528\u6027\u3001\u6cdb\u5316\u80fd\u529b\u517c\u4f18\u7684DINO\u7cfb\u5217\u89c6\u89c9\u5927\u6a21\u578b\u3002\u00a0<\/p>\n

11\u670822\u65e5\uff0cIDEA\u5927\u4f1a\u5728\u6df1\u4e3e\u529e\uff0c\u5728\u672c\u6b21\u5927\u4f1a\u4e0a\uff0cIDEA\u7814\u7a76\u9662\u53d1\u5e03\u4e86\u8be5\u7cfb\u5217\u6700\u65b0\u7684DINO-X\u901a\u7528\u89c6\u89c9\u5927\u6a21\u578b\uff0c\u62e5\u6709\u771f\u6b63\u7684\u7269\u4f53\u7ea7\u522b\u7406\u89e3\u80fd\u529b\uff0c\u5b9e\u73b0\u5f00\u653e\u4e16\u754c\uff08Open-world\uff09\u76ee\u6807\u68c0\u6d4b\u3002\u65e0\u9700\u7528\u6237\u63d0\u793a\uff0c\u76f4\u63a5\u68c0\u6d4b\u4e07\u7269\u3002<\/p>\n

\u4e0e\u6b64\u540c\u65f6\uff0cIDEA\u56e2\u961f\u8fd8\u63a8\u51fa\u884c\u4e1a\u5e73\u53f0\u67b6\u6784\uff0c\u901a\u8fc7\u4e00\u4e2a\u5927\u6a21\u578b\u57fa\u5ea7\uff0c\u7ed3\u5408\u901a\u7528\u8bc6\u522b\u6280\u672f\u7ed3\u5408\uff0c\u8ba9\u6a21\u578b\u4e0d\u9700\u91cd\u65b0\u8bad\u7ec3\uff0c\u5c31\u53ef\u8fb9\u7528\u8fb9\u5b66\uff0c\u652f\u6491\u591a\u79cd\u591a\u6837\u7684B\u7aef\u5e94\u7528\u9700\u6c42\u3002<\/p>\n

<\/p>\n

\u4e07\u7269\u8bc6\u522b\uff1a\u65e0\u987b\u6307\u5f15\uff0c\u7f55\u7269\u5c3d\u89c8\u00a0<\/span><\/strong><\/span><\/p>\n

<\/p>\n

\u5168\u9762\u68c0\u6d4b\uff1aDINO-X\u5728\u7269\u4f53\u68c0\u6d4b\u9886\u57df\u6811\u7acb\u65b0\u6807\u6746\uff0c\u65e0\u9700\u4efb\u4f55\u63d0\u793a\uff0c\u5373\u53ef\u8bc6\u522b\u51e0\u4e4e\u6240\u6709\u7269\u4f53\uff0c\u5e76\u7ed9\u51fa\u5176\u7c7b\u522b\uff0c\u5305\u62ec\u7f55\u89c1\u7684\u957f\u5c3e\u7269\u4f53\uff08\u51fa\u73b0\u9891\u7387\u4f4e\u4f46\u79cd\u7c7b\u7e41\u591a\u7684\u7269\u4f53\uff09\u3002<\/p>\n

<\/a><\/p>\n

\u5728\u96f6\u6837\u672c\u8bc4\u4f30\u8bbe\u7f6e\u4e2d\uff0cDINO-X\u00a0Pro\u5728\u4e1a\u754c\u516c\u8ba4\u7684LVIS-minival\u6570\u636e\u96c6\u4e0a\u53d6\u5f97\u4e8659.7%\u7684AP\uff0c\u9065\u9065\u9886\u5148\u4e8e\u5176\u5b83\u73b0\u6709\u7b97\u6cd5\u3002\u5728LVIS-val\u6570\u636e\u96c6\u4e0a\uff0cDINO-X Pro\u4e5f\u8868\u73b0\u4eae\u773c\uff0c\u53d6\u5f97\u4e8652.4%\u7684AP\u3002\u5177\u4f53\u5230LVIS-minival\u6570\u636e\u96c6\u4e0a\u7684\u5404\u4e2a\u957f\u5c3e\u7c7b\u522b\u8bc4\u4f30\u4e2d\uff0cDINO-X Pro\u5728\u7a00\u6709\u7c7b\u522b\u4e0a\u53d6\u5f97\u4e8663.3%\u7684AP\uff08\u6bd4Grounding DINO 1.5 Pro\u8fd8\u8981\u9ad8\u51fa7.2%\uff09\uff0c\u5728\u5e38\u89c1\u7c7b\u522b\u4e0a\u53d6\u5f97\u4e8661.7%\u7684AP\uff0c\u5728\u9891\u7e41\u7c7b\u522b\u4e0a\u53d6\u5f97\u4e8657.5%\u7684AP\u3002DINO-X\u79f0\u5f97\u4e0a\u76ee\u524d\u4e1a\u754c\u68c0\u6d4b\u6700\u5168\u7684\u901a\u7528\u89c6\u89c9\u6a21\u578b\u3002<\/p>\n

\u6cdb\u5316\u548c\u901a\u7528\u6027\uff1a\u5f97\u76ca\u4e8e\u8d85\u8fc71\u4ebf\u9ad8\u8d28\u91cf\u6837\u672c\u7684\u5927\u89c4\u6a21\u6570\u636e\u96c6\u591a\u6837\u5316\u8bad\u7ec3\uff0cDINO-X\u5bf9\u672a\u77e5\u573a\u666f\u548c\u65b0\u7269\u4f53\u5177\u6709\u66f4\u5f3a\u7684\u9002\u5e94\u6027\u3002\u8fd9\u610f\u5473\u7740\u5728\u9762\u5bf9\u672a\u89c1\u8fc7\u7684\u7269\u4f53\u6216\u73af\u5883\u65f6\uff0c\u6a21\u578b\u4ecd\u80fd\u4fdd\u6301\u9ad8\u6c34\u5e73\u7684\u68c0\u6d4b\u6027\u80fd\u3002\u8fd9\u79cd\u8d85\u5f3a\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u4f7f\u5176\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u66f4\u52a0\u7075\u6d3b\u3002 \u00a0\u00a0<\/p>\n

\u591a\u4efb\u52a1\u611f\u77e5\u4e0e\u7406\u89e3\uff1aDINO-X\u6574\u5408\u4e86\u591a\u4e2a\u611f\u77e5\u5934\uff0c\u652f\u6301\u5305\u62ec\u5206\u5272\u3001\u59ff\u6001\u4f30\u8ba1\u3001\u533a\u57df\u63cf\u8ff0\u548c\u57fa\u4e8e\u533a\u57df\u7684\u95ee\u7b54\u5728\u5185\u7684\u591a\u79cd\u533a\u57df\u7ea7\u522b\u4efb\u52a1\uff0c\u8ba9\u611f\u77e5\u5230\u7406\u89e3\u9010\u6b65\u6210\u4e3a\u4e86\u73b0\u5b9e\u3002<\/p>\n

\u957f\u5c3e\u76ee\u6807\u68c0\u6d4b\u4f18\u5316\uff1a\u4e3a\u4e86\u652f\u6301\u957f\u5c3e\u76ee\u6807\u7684\u68c0\u6d4b\u4efb\u52a1\uff0cDINO-X\u4e0d\u4ec5\u652f\u6301\u6587\u672c\u63d0\u793a\u548c\u89c6\u89c9\u63d0\u793a\uff0c\u8fd8\u652f\u6301\u7ecf\u8fc7\u89c6\u89c9\u63d0\u793a\u4f18\u5316\u7684\u81ea\u5b9a\u4e49\u63d0\u793a\u3002<\/p>\n

\u00a0<\/p>\n

\u5f00\u653e\u4e16\u754c\uff1a\u670d\u52a1\u4e30\u5bcc\u573a\u666f\uff0c\u8fc8\u5411\u5177\u8eab\u667a\u80fd<\/span><\/strong><\/p>\n

\u00a0<\/p>\n

DINO-X\u7684\u4e07\u7269\u8bc6\u522b\u80fd\u529b\uff0c\u8ba9\u5176\u62e5\u6709\u4e86\u5bf9\u5f00\u653e\u4e16\u754c\uff08Open World\uff09\u7684\u89c6\u89c9\u611f\u77e5\uff0c\u8f7b\u677e\u5e94\u5bf9\u771f\u5b9e\u4e16\u754c\u4e2d\u7684\u4f17\u591a\u4e0d\u786e\u5b9a\u6027\u548c\u5f00\u653e\u73af\u5883\uff0c\u8d4b\u80fd\u5177\u8eab\u667a\u80fd\u3001\u5927\u89c4\u6a21\u591a\u6a21\u6001\u6570\u636e\u7684\u81ea\u52a8\u6807\u6ce8\u3001\u89c6\u969c\u4eba\u58eb\u670d\u52a1\u7b49\u9ad8\u96be\u5ea6\u573a\u666f\u3002<\/p>\n

\u5bf9\u5177\u8eab\u667a\u80fd\u800c\u8a00\uff0c\u5f00\u53d1\u73af\u5883\u611f\u77e5\u548c\u7406\u89e3\u662f\u6838\u5fc3\u80fd\u529b\uff0c\u8fd9\u5176\u4e2d\u7684\u89c6\u89c9\u611f\u77e5\u66f4\u662f\u673a\u5668\u548c\u7269\u7406\u4e16\u754c\u4ea4\u4e92\u7684\u57fa\u7840\u3002\u8fd1\u671f\uff0c\u805a\u7126\u4eba\u5c45\u73af\u5883\u5177\u8eab\u667a\u80fd\u6838\u5fc3\u6280\u672f\u653b\u5173\u7684\u798f\u7530\u5b9e\u9a8c\u5ba4\u6b63\u5f0f\u6302\u724c\uff0c\u8be5\u5b9e\u9a8c\u5ba4\u6b63\u5f0f\u7531IDEA\u7814\u7a76\u9662\u4e0e\u817e\u8baf\u5408\u4f5c\u7ec4\u5efa\uff0c\u81f4\u529b\u4e8e\u6253\u9020\u6700\u524d\u6cbf\u7684\u5177\u8eab\u667a\u80fd\u521b\u65b0\u5e73\u53f0\u3002<\/p>\n

\u591a\u6a21\u6001\u6a21\u578b\u901a\u5e38\u9700\u8981\u5904\u7406\u5927\u91cf\u7684\u56fe\u7247\u5e76\u751f\u6210\u56fe\u6587\u5bf9\uff0c\u800c\u4ec5\u4f9d\u9760\u4eba\u5de5\u6807\u6ce8\u7684\u65b9\u5f0f\u4e0d\u4ec5\u8017\u65f6\u3001\u6210\u672c\u9ad8\uff0c\u800c\u4e14\u5728\u9762\u5bf9\u6d77\u91cf\u6570\u636e\u65f6\u96be\u4ee5\u4fdd\u969c\u6807\u6ce8\u7684\u4e00\u81f4\u6027\u548c\u6548\u7387\u3002DINO-X\u7684\u4e07\u7269\u8bc6\u522b\u80fd\u529b\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6807\u6ce8\u516c\u53f8\u5feb\u901f\u5b8c\u6210\u5927\u6279\u91cf\u7684\u9ad8\u8d28\u91cf\u56fe\u50cf\u6807\u6ce8\u6216\u8005\u4e3a\u6807\u6ce8\u5458\u63d0\u4f9b\u81ea\u52a8\u5316\u7684\u8f85\u52a9\u7ed3\u679c\uff0c\u4ece\u800c\u964d\u4f4e\u624b\u5de5\u6807\u6ce8\u7684\u5de5\u4f5c\u91cf\u3002<\/p>\n

\u89c6\u969c\u4eba\u58eb\u72ec\u7acb\u6027\u548c\u751f\u6d3b\u8d28\u91cf\u7684\u63d0\u5347\u5bf9\u4fe1\u606f\u83b7\u53d6\u4e0e\u611f\u77e5\u7b49\u65b9\u9762\u6709\u7740\u6781\u9ad8\u7684\u8981\u6c42\uff0cDINO-X\u7684\u4e07\u7269\u8bc6\u522b\u80fd\u529b\u6070\u9022\u5176\u65f6\u5730\u4e3a\u52a9\u76f2\u5de5\u5177\u5f00\u53d1\u5e26\u6765\u798f\u97f3\uff0c\u4e3a\u89c6\u969c\u4eba\u58eb\u7684\u672a\u6765\u751f\u6d3b\u5e26\u6765\u7f8e\u597d\u5e0c\u671b\u3002<\/p>\n

\u5728\u81ea\u52a8\u9a7e\u9a76\u3001\u667a\u80fd\u5b89\u9632\u3001\u5de5\u4e1a\u68c0\u6d4b\u7b49\u9886\u57df\uff0cDINO-X\u4e5f\u5c06\u53d1\u6325\u5173\u952e\u4f5c\u7528\u3002\u5176\u5353\u8d8a\u7684\u901a\u7528\u68c0\u6d4b\u80fd\u529b\uff0c\u4f7f\u5f97\u7cfb\u7edf\u80fd\u591f\u5e94\u5bf9\u5404\u79cd\u590d\u6742\u573a\u666f\uff0c\u8bc6\u522b\u51fa\u4f20\u7edf\u6a21\u578b\u96be\u4ee5\u68c0\u6d4b\u7684\u7269\u4f53\uff0c\u4e3a\u4ea7\u4e1a\u5347\u7ea7\u548c\u793e\u4f1a\u53d1\u5c55\u6ce8\u5165\u65b0\u7684\u6d3b\u529b\u3002<\/p>\n

<\/a><\/p>\n

\u00a0Dino-X\u57fa\u5ea7\u5927\u6a21\u578b\u96f6\u6837\u672c\u68c0\u6d4b\u80fd\u529b\uff0c\u4e3a\u5e7f\u5927\u4e2d\u5c0f\u4f01\u4e1a\u5ba2\u6237\u63d0\u4f9b\u4fbf\u6377\u9ad8\u6548\u7684\u8ba1\u6570\u548c\u6807\u6ce8\u5de5\u5177\u00a0<\/p>\n

IDEA\u7814\u7a76\u9662\u4e00\u7cfb\u5217\u89c6\u89c9\u5927\u6a21\u578b\uff0c\u5305\u62ecDINO-X\uff0c\u4e3a\u89e3\u51b3\u4e1a\u52a1\u573a\u666f\u73b0\u5b58\u7684\u5c0f\u6a21\u578b\u7e41\u591a\u3001\u7ef4\u62a4\u8fed\u4ee3\u6210\u672c\u9ad8\u6602\u3001\u51c6\u786e\u7387\u4e0d\u8db3\u7b49\u95ee\u9898\uff0c\u63d0\u4f9b\u4e86\u53ef\u884c\u7684\u65b9\u6848\u3002IDEA\u7814\u7a76\u9662\u4e0e\u591a\u5bb6\u4f01\u4e1a\u8054\u5408\u5f00\u5c55\u89c6\u89c9\u5927\u6a21\u578b\u53ca\u5e94\u7528\u573a\u666f\u7684\u63a2\u7d22\u7814\u7a76\u5de5\u4f5c\uff0c\u5728\u89c6\u89c9\u5927\u6a21\u578b\u7684\u843d\u5730\u65b9\u9762\u53d6\u5f97\u4e86\u5b9e\u8d28\u6027\u8fdb\u5c55\u3002<\/p>\n

\u4e00\u65b9\u9762\uff0c\u6709\u522b\u4e8e\u5e02\u573a\u4e0a\u7684\u4ee5\u8bed\u8a00\u4e3a\u57fa\u7840\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u4e8e\u5168\u56fe\u7406\u89e3\u7684\u65b9\u6cd5\uff0c\u00a0\u901a\u8fc7\u5728\u7269\u4f53\u7ea7\u522b\u7684\u7406\u89e3\u4e0a\u52a0\u5165\u8bed\u8a00\u6a21\u5757\u4f18\u5316\u5927\u6a21\u578b\u5e7b\u89c9\u95ee\u9898\u3002\u53e6\u4e00\u65b9\u9762\u7ed3\u5408\u81ea\u7814\u7684\u201c\u89c6\u89c9\u63d0\u793a\u4f18\u5316\u201d\u65b9\u6cd5\uff0c\u65e0\u9700\u66f4\u6539\u6a21\u578b\u7ed3\u6784\uff0c\u4e0d\u7528\u91cd\u65b0\u8bad\u7ec3\u6a21\u578b\uff0c\u5b9e\u73b0\u5c0f\u6837\u672c\u4e0b\u7684\u573a\u666f\u5316\u5b9a\u5236\u3002\u00a0<\/span><\/a><\/p>\n

IDEA\u7814\u7a76\u9662\u901a\u7528\u89c6\u89c9\u5927\u6a21\u578b\u884c\u4e1a\u5e73\u53f0\u67b6\u6784<\/p>\n

\u4eceDINO\u5230DINO-X\uff0cIDEA\u7814\u7a76\u9662\u59cb\u7ec8\u7ad9\u5728\u89c6\u89c9\u611f\u77e5\u6280\u672f\u7684\u524d\u6cbf\u3002\u901a\u8fc7\u5bf9\u5f00\u653e\u4e16\u754c\u7684\u63a2\u7d22\u548c\u5bf9\u5177\u8eab\u667a\u80fd\u7684\u8d4b\u80fd\uff0cDINO-X\u7684\u5353\u8d8a\u6027\u80fd\u548c\u901a\u7528\u68c0\u6d4b\u80fd\u529b\u66f4\u52a0\u51f8\u663e\u3002\u96f7\u5cf0\u7f51(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span>\u96f7\u5cf0\u7f51<\/span><\/p>\n

\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cIDEA\u00a0\u7814\u7a76\u9662\u4e5f\u5f00\u653e\u4e86DINO-X\u00a0API\uff1a\u00a0<\/p>\n

https:\/\/user.deepdataspace.com\/login?redirect=https%3A%2F%2Fcloud.deepdataspace.com%2Fapply-token<\/a> <\/p>\n

\u6709\u5173DINO-X \u7684\u6280\u672f\u7ec6\u8282\uff0c\u8bf7\u53c2\u8003\u540c\u671f\u53d1\u5e03\u7684\u8bba\u6587\u3002<\/p>\n

\u25ba \u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2411.14347<\/p>\n

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