{"id":39809,"date":"2025-04-01T06:02:30","date_gmt":"2025-03-31T22:02:30","guid":{"rendered":"https:\/\/17aitech.com\/?p=39809"},"modified":"2025-04-01T06:02:30","modified_gmt":"2025-03-31T22:02:30","slug":"%e6%b8%85%e5%8d%8e%e6%9c%b1%e5%86%9b%e5%9b%a2%e9%98%9f-%e4%bb%8e%e7%82%b9%e4%ba%91%e5%88%b0%e9%ab%98%e4%bf%9d%e7%9c%9f%e4%b8%89%e7%bb%b4%e7%bd%91%e6%a0%bc%ef%bc%9adeepmesh%e7%aa%81%e7%a0%b4%e8%87%aa","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39809","title":{"rendered":"\u6e05\u534e\u6731\u519b\u56e2\u961f | \u4ece\u70b9\u4e91\u5230\u9ad8\u4fdd\u771f\u4e09\u7ef4\u7f51\u683c\uff1aDeepMesh\u7a81\u7834\u81ea\u56de\u5f52\u751f\u6210\u74f6\u9888"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-31-4\" target=\"_blank\">\u6e05\u534e\u6731\u519b\u56e2\u961f | \u4ece\u70b9\u4e91\u5230\u9ad8\u4fdd\u771f\u4e09\u7ef4\u7f51\u683c\uff1aDeepMesh\u7a81\u7834\u81ea\u56de\u5f52\u751f\u6210\u74f6\u9888<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-61a8f5f7c8ce54340217ce37f6c70dea.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-61a8f5f7c8ce54340217ce37f6c70dea.png\"><\/a><\/section>\n<section><strong>\u8bba\u6587\u6709\u4e09\u4f4d\u5171\u540c\u4e00\u4f5c\u3002\u8d75\u82e5\u96ef\uff0c\u6e05\u534e\u5927\u5b66\u4e00\u5e74\u7ea7\u7855\u58eb\u751f\uff0c\u4e3b\u8981\u7814\u7a76\u751f\u6210\u6a21\u578b\u3001\u5f3a\u5316\u5b66\u4e60\u548c\u5177\u8eab\u667a\u80fd\uff0c\u5df2\u5728ICRA\u7b49\u4f1a\u8bae\u53d1\u8868\u8bba\u6587\u3002\u53f6\u4fca\u826f\uff0c\u6e05\u534e\u5927\u5b66\u4e8c\u5e74\u7ea7\u7855\u58eb\u751f\uff0c\u4e13\u6ce8\u4e8e3D\u751f\u6210\u548c\u57fa\u4e8e\u4eba\u7c7b\u504f\u597d\u7684\u591a\u6a21\u6001\u5f3a\u5316\u5b66\u4e60\u7814\u7a76\uff0c\u66fe\u4ee5\u7b2c\u4e00\u4f5c\u8005\u8eab\u4efd\u5728ECCV\u53d1\u8868DreamReward\uff0c\u8be5\u6210\u679c\u80fd\u751f\u6210\u66f4\u7b26\u5408\u4eba\u7c7b\u504f\u597d\u76843D\u8d44\u4ea7\u3002\u738b\u5f81\u7fca\uff0c\u6e05\u534e\u5927\u5b66\u56db\u5e74\u7ea7\u535a\u58eb\u751f\uff0c\u4e3b\u8981\u7814\u7a763D\u591a\u6a21\u6001\u751f\u6210\u6a21\u578b\uff0c\u5df2\u5728NeurIPS\u3001ECCV\u3001ICML\u3001CVPR\u7b49\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u53d1\u8868\u591a\u7bc7\u8bba\u6587\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u4e09\u7ef4\u6570\u5b57\u5185\u5bb9\u751f\u4ea7\u9886\u57df\uff0c\u4e09\u89d2\u5f62\u7f51\u683c\u4f5c\u4e3a\u6838\u5fc3\u7684\u51e0\u4f55\u8868\u793a\u5f62\u5f0f\uff0c\u5176\u8d28\u91cf\u76f4\u63a5\u5f71\u54cd\u865a\u62df\u8d44\u4ea7\u5728\u5f71\u89c6\u3001\u6e38\u620f\u548c\u5de5\u4e1a\u8bbe\u8ba1\u7b49\u5e94\u7528\u573a\u666f\u4e2d\u7684\u8868\u73b0\u4e0e\u6548\u7387\u3002<\/section>\n<section><\/section>\n<section>\u4f20\u7edf\u7684\u4e09\u7ef4\u7f51\u683c\u751f\u6210\u65b9\u5f0f\uff0c\u5982\u4eba\u5de5\u5efa\u6a21\u6216 Marching Cubes \u7b49\u7b97\u6cd5\uff0c\u5b58\u5728\u6210\u672c\u9ad8\u3001\u62d3\u6251\u7ed3\u6784\u8d28\u91cf\u5dee\u7b49\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u9488\u5bf9\u8fd9\u4e00\u74f6\u9888\uff0c\u6e05\u534e\u5927\u5b66\u6731\u519b\u56e2\u961f\u8fd1\u65e5<strong>\u63d0\u51fa\u4e86 DeepMesh \u65b9\u6cd5\uff0c\u901a\u8fc7\u5f15\u5165\u521b\u65b0\u7684\u81ea\u56de\u5f52\u751f\u6210\u6846\u67b6\uff0c\u663e\u8457\u63d0\u5347\u4e86\u9ad8\u9762\u7247\u4eba\u9020\u7f51\u683c\u7684\u751f\u6210\u80fd\u529b<\/strong>\u3002\u8be5\u65b9\u6cd5\u652f\u6301\u751f\u6210\u9ad8\u8fbe 3 \u4e07\u4e2a\u9762\u7247\u7684\u4e09\u7ef4\u7f51\u683c\uff0c\u76f8\u6bd4\u73b0\u6709\u6280\u672f\u63d0\u5347\u4e86\u4e00\u4e2a\u6570\u91cf\u7ea7\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-b626a18245950ccb84e7c61b9892bcff.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-b626a18245950ccb84e7c61b9892bcff.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aDeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning\u00a0<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u4e3b\u9875\uff1ahttps:\/\/zhaorw02.github.io\/DeepMesh\/<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2503.15265<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801\uff1ahttps:\/\/github.com\/zhaorw02\/DeepMesh<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>DeepMesh \u57fa\u4e8e\u8f93\u5165\u70b9\u4e91\uff0c\u91c7\u7528\u81ea\u56de\u5f52\u7684 Transformer \u67b6\u6784\u9010\u6b65\u9884\u6d4b\u9762\u7247\u5e8f\u5217\uff0c\u4ece\u800c\u751f\u6210\u62d3\u6251\u7ed3\u6784\u5408\u7406\u4e14\u89c6\u89c9\u7f8e\u89c2\u7684\u9ad8\u8d28\u91cf\u4e09\u7ef4\u7f51\u683c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-4e2aa542168685eecc54c995157f3f25.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-4e2aa542168685eecc54c995157f3f25.gif\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-347296091236d67694d244d369dcd1e8.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-347296091236d67694d244d369dcd1e8.gif\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2bd9314aff119819b262ae898917a693.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2bd9314aff119819b262ae898917a693.gif\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-fec9caafa9bf1988cd1b76c7a2c43e13.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-fec9caafa9bf1988cd1b76c7a2c43e13.gif\"><\/a><\/section>\n<section>DeepMesh \u67b6\u6784\u5982\u56fe\u6240\u793a\uff0c\u7cfb\u7edf\u9996\u5148\u5229\u7528\u7f16\u7801\u5668\u5bf9\u8f93\u5165\u70b9\u4e91\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\uff1b\u63d0\u53d6\u5230\u7684\u7279\u5f81\u968f\u540e\u88ab\u8f93\u5165\u81f3\u81ea\u56de\u5f52 Transformer \u6a21\u5757\uff0c\u8be5\u6a21\u5757\u901a\u8fc7\u878d\u5408\u81ea\u6ce8\u610f\u529b\u4e0e\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236\uff0c\u9010\u6b65\u9884\u6d4b\u7f51\u683c\u7684\u9876\u70b9\u6216\u9762\u7247\u5e8f\u5217\uff0c\u6700\u7ec8\u751f\u6210\u7ed3\u6784\u5b8c\u6574\u7684\u9ad8\u8d28\u91cf\u4e09\u7ef4\u7f51\u683c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-91c2d22bd221d38399789407e2c36180.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-91c2d22bd221d38399789407e2c36180.png\"><\/a><\/section>\n<section>\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\uff0cDeepMesh \u5f15\u5165\u4e86\u4e09\u7ea7\u5757\u7ed3\u6784\u7f51\u683c\u6807\u8bb0\u5316\u65b9\u6cd5\uff1a\u6839\u636e\u9762\u7247\u4e4b\u95f4\u7684\u8fde\u901a\u6027\u5bf9\u7f51\u683c\u8fdb\u884c\u5206\u89e3\uff0c\u5e76\u5c06\u5176\u5212\u5206\u4e3a\u7c97\u3001\u4e2d\u3001\u7ec6\u591a\u4e2a\u7a7a\u95f4\u5c42\u7ea7\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u5c06\u9762\u7247\u4e2d\u5404\u9876\u70b9\u7684\u5750\u6807\u6620\u5c04\u4e3a\u76f8\u5bf9\u4e8e\u6240\u5c5e\u5c42\u7ea7\u5757\u7684\u504f\u79fb\u7d22\u5f15\uff0c\u5e76\u5bf9\u91cd\u590d\u7d22\u5f15\u8fdb\u884c\u5408\u5e76\u5904\u7406\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0ba3d7c817e1b13d9766f14413cd2142.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0ba3d7c817e1b13d9766f14413cd2142.png\"><\/a><\/section>\n<section>\u8be5\u65b9\u6cd5\u5728\u786e\u4fdd\u51e0\u4f55\u7cbe\u5ea6\u7684\u540c\u65f6\uff0c\u663e\u8457\u538b\u7f29\u4e86\u5e8f\u5217\u957f\u5ea6\uff0c\u4ece\u800c\u5927\u5e45\u63d0\u5347\u4e86\u8bad\u7ec3\u6548\u7387\u3002\u56fe\u4e2d\u5c55\u793a\u4e86\u91c7\u7528 DeepMesh \u7f51\u683c\u6807\u8bb0\u5316\u65b9\u6cd5\u4e0e\u5176\u4ed6\u65b9\u6cd5\uff0c\u5728\u8bad\u7ec3\u4e0d\u540c\u9762\u7247\u6570\u91cf\u7684\u7f51\u683c\u6570\u636e\u65f6\u7684\u8017\u65f6\u5bf9\u6bd4\u60c5\u51b5\u3002<\/section>\n<section><\/section>\n<section>\u901a\u8fc7\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u5c01\u88c5\u5904\u7406\uff0c\u5e76\u5f15\u5165\u878d\u5408\u51e0\u4f55\u8d28\u91cf\u4e0e\u7ed3\u6784\u89c4\u6574\u5ea6\u7684\u53cc\u91cd\u7b5b\u9009\u673a\u5236\uff0cDeepMesh \u6709\u6548\u89e3\u51b3\u4e86\u5f02\u5e38\u6837\u672c\u5f15\u53d1\u7684\u8bad\u7ec3\u4e0d\u7a33\u5b9a\u95ee\u9898\uff0c\u540c\u65f6\u5b9e\u73b0\u4e86\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u52a8\u6001\u8d1f\u8f7d\u5747\u8861\u3002\u4e3a\u7a81\u7834\u957f\u5e8f\u5217\u5e26\u6765\u7684\u5185\u5b58\u74f6\u9888\uff0c\u6a21\u578b\u8fd8\u91c7\u7528\u4e86\u6ed1\u52a8\u7a97\u53e3\u622a\u65ad\u8bad\u7ec3\u6280\u672f\uff0c\u652f\u6301\u5355\u4e2a\u7f51\u683c\u751f\u6210\u9ad8\u8fbe 3 \u4e07\u4e2a\u9762\u7247\uff0c\u663e\u8457\u63d0\u5347\u4e86\u5efa\u6a21\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0cDeepMesh \u521b\u65b0\u6027\u5730\u5f15\u5165\u4e86\u300c\u76f4\u63a5\u504f\u597d\u4f18\u5316\uff08DPO\uff09\u300d\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\uff0c\u5e76\u6784\u5efa\u4e86\u4e00\u4e2a\u7ed3\u5408\u5ba2\u89c2\u51e0\u4f55\u6307\u6807\u4e0e\u4e3b\u89c2\u4eba\u7c7b\u8bc4\u4ef7\u7684\u5206\u9636\u6bb5\u6570\u636e\u6807\u6ce8\u7cfb\u7edf\u3002<\/section>\n<section><\/section>\n<section>\u8be5\u7cfb\u7edf\u9996\u5148\u5229\u7528\u51e0\u4f55\u8d28\u91cf\u6307\u6807\u7b5b\u9664\u5b58\u5728\u660e\u663e\u7f3a\u9677\u7684 3D \u6837\u672c\uff0c\u968f\u540e\u7531\u4eba\u5de5\u5bf9\u5269\u4f59\u6570\u636e\u8fdb\u884c\u6807\u6ce8\uff0c\u8bc4\u4f30\u5176\u62d3\u6251\u7ed3\u6784\u7684\u5408\u7406\u6027\u4e0e\u89c6\u89c9\u89c2\u8d4f\u6027\u3002\u57fa\u4e8e\u8fd9\u5957\u9ad8\u8d28\u91cf\u7684\u6807\u6ce8\u6570\u636e\uff0c\u56e2\u961f\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u5f3a\u5316\u8bad\u7ec3\uff0c\u4ece\u800c\u663e\u8457\u63d0\u5347\u4e86\u751f\u6210\u7ed3\u679c\u5728\u51e0\u4f55\u5b8c\u6574\u6027\u4e0e\u62d3\u6251\u7f8e\u89c2\u6027\u65b9\u9762\u7684\u8868\u73b0\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5221e14c9f01795dd63811ffc10435cd.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5221e14c9f01795dd63811ffc10435cd.gif\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-518f5420afc96f6af2cad11f11792e4c.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-518f5420afc96f6af2cad11f11792e4c.gif\"><\/a><\/section>\n<section>DeepMesh \u5728\u7ec6\u8282\u4fdd\u771f\u4e0e\u7ed3\u6784\u591a\u6837\u6027\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u5e76\u5177\u5907\u5bf9\u4f20\u7edf\u751f\u6210\u65b9\u6cd5\u6240\u751f\u6210\u7f51\u683c\u8fdb\u884c\u62d3\u6251\u4f18\u5316\u7684\u80fd\u529b\u3002\u4e0e\u73b0\u6709\u65b9\u6cd5\u76f8\u6bd4\uff0cDeepMesh \u5728\u51e0\u4f55\u7cbe\u5ea6\u4e0e\u62d3\u6251\u8d28\u91cf\u4e24\u4e2a\u7ef4\u5ea6\u5747\u5b9e\u73b0\u6700\u4f18\u6027\u80fd\uff0c\u751f\u6210\u7684\u4e09\u7ef4\u7f51\u683c\u4e0d\u4ec5\u5728\u7ed3\u6784\u5408\u7406\u6027\u4e0a\u8868\u73b0\u5353\u8d8a\uff0c\u4e5f\u5728\u89c6\u89c9\u7f8e\u89c2\u6027\u4e0a\u66f4\u5177\u5438\u5f15\u529b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-699d63ee9141f5a5ce97f7a94a8a6373.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-699d63ee9141f5a5ce97f7a94a8a6373.gif\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-34d0dacfbc8e5f97c3f423f2ec53397a.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-34d0dacfbc8e5f97c3f423f2ec53397a.gif\"><\/a><\/section>\n<section>\u5728\u591a\u6837\u6027\u751f\u6210\u65b9\u9762\uff0cDeepMesh 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-16157e1e919cb277081e5023cf402ff5.png\"><\/a><\/section>\n<section>\u9488\u5bf9\u4f20\u7edf\u65b9\u6cd5\uff08\u5982 TRELLIS\uff09\u751f\u6210\u7684\u62d3\u6251\u7ed3\u6784\u6df7\u4e71\u95ee\u9898\uff0cDeepMesh \u53ef\u5bf9\u5176\u8f93\u51fa\u7ed3\u679c\u8fdb\u884c\u6709\u6548\u7684\u62d3\u6251\u4f18\u5316\uff0c\u663e\u8457\u63d0\u5347\u7f51\u683c\u7ed3\u6784\u7684\u6709\u5e8f\u6027\u4e0e\u5408\u7406\u6027\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5a76be67bb1b09dd092b39aed23883ac.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5a76be67bb1b09dd092b39aed23883ac.gif\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-fbbde79d2abd756460d244a58861af03.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9fe45104c107227a92733c21715d1a33.png\"><\/a><\/section>\n<section>\u4ee5\u4e0b\u5c55\u793a\u66f4\u591a\u7531 DeepMesh \u751f\u6210\u7684\u4e09\u7ef4\u7f51\u683c\u793a\u4f8b\uff0c\u8fdb\u4e00\u6b65\u4f53\u73b0\u6a21\u578b\u5728\u7ec6\u8282\u8fd8\u539f\u3001\u62d3\u6251\u5408\u7406\u6027\u53ca\u591a\u6837\u6027\u65b9\u9762\u7684\u5f3a\u5927\u80fd\u529b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-067dc32236e26086160a615393404fff.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-067dc32236e26086160a615393404fff.gif\"><\/a><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-31-4\" target=\"_blank\">\u6e05\u534e\u6731\u519b\u56e2\u961f | 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[&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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