{"id":1674,"date":"2024-09-11T00:55:52","date_gmt":"2024-09-10T16:55:52","guid":{"rendered":"https:\/\/meiyitou.top\/?p=1674"},"modified":"2024-09-11T00:55:53","modified_gmt":"2024-09-10T16:55:53","slug":"inpaint-anything-%e4%bf%ae%e5%a4%8d%e5%9b%be%e5%83%8f%e3%80%81%e8%a7%86%e9%a2%91%e5%92%8c3d-%e5%9c%ba%e6%99%af%e4%b8%ad%e7%9a%84%e4%bb%bb%e4%bd%95%e5%86%85%e5%ae%b9%ef%bc%81%e5%bc%80%e6%ba%90","status":"publish","type":"post","link":"https:\/\/meiyitou.top\/index.php\/2024\/09\/11\/inpaint-anything-%e4%bf%ae%e5%a4%8d%e5%9b%be%e5%83%8f%e3%80%81%e8%a7%86%e9%a2%91%e5%92%8c3d-%e5%9c%ba%e6%99%af%e4%b8%ad%e7%9a%84%e4%bb%bb%e4%bd%95%e5%86%85%e5%ae%b9%ef%bc%81%e5%bc%80%e6%ba%90\/","title":{"rendered":"Inpaint Anything \u4fee\u590d\u56fe\u50cf\u3001\u89c6\u9891\u548c3D \u573a\u666f\u4e2d\u7684\u4efb\u4f55\u5185\u5bb9\uff01\u5f00\u6e90"},"content":{"rendered":"\n<p>Inpaint Anything \u53ef\u4ee5\u4fee\u590d<strong>\u56fe\u50cf<\/strong>\u3001<strong>\u89c6\u9891<\/strong>\u548c<strong>3D \u573a\u666f<\/strong>\u4e2d\u7684\u4efb\u4f55\u5185\u5bb9\uff01<\/p>\n\n\n\n<p><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005211-.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005211-.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-14135\"\/><\/div><\/figure>\n<\/div>\n\n\n<p>TL; DR\uff1a\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u5355\u51fb\u6765\u9009\u62e9\u56fe\u50cf\u4e2d\u7684\u4efb\u4f55\u5bf9\u8c61\u3002\u501f\u52a9\u5f3a\u5927\u7684\u89c6\u89c9\u6a21\u578b\uff0c\u4f8b\u5982<a target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2304.02643\" rel=\"noreferrer noopener\">SAM<\/a>\u3001<a target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2109.07161\" rel=\"noreferrer noopener\">LaMa<\/a>\u548c<a target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2112.10752\" rel=\"noreferrer noopener\">\u7a33\u5b9a\u6269\u6563 (SD)<\/a>\uff0c<strong>Inpaint Anything<\/strong>\u80fd\u591f\u987a\u5229\u5730\u79fb\u9664\u5bf9\u8c61\uff08\u5373<em>Remove Anything<\/em>\uff09\u3002\u6b64\u5916\uff0c\u5728\u7528\u6237\u8f93\u5165\u6587\u672c\u7684\u63d0\u793a\u4e0b\uff0cInpaint Anything \u53ef\u4ee5\u7528\u4efb\u4f55\u60f3\u8981\u7684\u5185\u5bb9\u586b\u5145\u5bf9\u8c61\uff08\u5373<em>Fill Anything<\/em>\uff09\u6216\u4efb\u610f\u66ff\u6362\u5176\u80cc\u666f\uff08\u5373<em>Replace Anything<\/em>\uff09\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udcdc \u65b0\u95fb<\/h2>\n\n\n\n<p>[2023\/9\/15]&nbsp;Remove Anything 3D\u4ee3\u7801\u53ef\u7528\uff01<br>[2023\/4\/30]&nbsp;Remove Anything \u89c6\u9891\u53ef\u7528\uff01\u60a8\u53ef\u4ee5\u4ece\u89c6\u9891\u4e2d\u5220\u9664\u4efb\u4f55\u5bf9\u8c61\uff01<br>[2023\/4\/24]\u652f\u6301\u672c\u5730 Web UI\uff01\u60a8\u53ef\u4ee5\u5728\u672c\u5730\u8fd0\u884c\u6f14\u793a\u7f51\u7ad9\uff01<br>[2023\/4\/22]\u7f51\u7ad9\u53ef\u7528\uff01\u60a8\u53ef\u4ee5\u901a\u8fc7\u754c\u9762\u4f53\u9a8c Inpaint Anything\uff01<br>[2023\/4\/22]&nbsp;Remove Anything 3D\u53ef\u7528\uff01\u60a8\u53ef\u4ee5\u4ece 3D \u573a\u666f\u4e2d\u5220\u9664\u4efb\u4f55 3D \u5bf9\u8c61\uff01<br>[2023\/4\/13]&nbsp;<a target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2304.06790\" rel=\"noreferrer noopener\">arXiv \u4e0a\u7684\u6280\u672f\u62a5\u544a<\/a>\u53ef\u7528\uff01<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83c\udf1f \u529f\u80fd<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00a0<strong>\u79fb\u9664<\/strong>\u4efb\u4f55\u5185\u5bb9<\/li>\n\n\n\n<li>\u00a0<strong>\u586b\u5145<\/strong>\u4efb\u610f\u5185\u5bb9<\/li>\n\n\n\n<li>\u00a0<strong>\u66ff\u6362<\/strong>\u4efb\u4f55\u5185\u5bb9<\/li>\n\n\n\n<li>\u00a0\u5220\u9664\u4efb\u4f55<strong>3D<\/strong>\u5185\u5bb9\uff08\ud83d\udd25\u65b0\u529f\u80fd\uff09<\/li>\n\n\n\n<li>\u586b\u5145\u4efb\u610f<strong>3D\u5185\u5bb9<\/strong><\/li>\n\n\n\n<li>\u66ff\u6362\u4efb\u4f55<strong>3D\u5185\u5bb9<\/strong><\/li>\n\n\n\n<li>\u00a0\u5220\u9664\u4efb\u4f55<strong>\u89c6\u9891<\/strong>\uff08\ud83d\udd25\u65b0\u529f\u80fd\uff09<\/li>\n\n\n\n<li>\u586b\u5145\u4efb\u4f55<strong>\u89c6\u9891<\/strong><\/li>\n\n\n\n<li>\u66ff\u6362\u4efb\u4f55<strong>\u89c6\u9891<\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udca1 \u4eae\u70b9<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u4efb\u610f\u5bbd\u9ad8\u6bd4<\/li>\n\n\n\n<li>\u652f\u63012K\u5206\u8fa8\u7387<\/li>\n\n\n\n<li>\u00a0<a href=\"https:\/\/arxiv.org\/abs\/2304.06790\" target=\"_blank\" rel=\"noreferrer noopener\">arXiv \u4e0a\u7684\u6280\u672f\u62a5\u544a<\/a>\u53ef\u7528\uff08\ud83d\udd25\u65b0\uff09<\/li>\n\n\n\n<li>\u00a0<a href=\"https:\/\/huggingface.co\/spaces\/InpaintAI\/Inpaint-Anything\" target=\"_blank\" rel=\"noreferrer noopener\">\u7f51\u7ad9<\/a>\u5df2\u4e0a\u7ebf (\u00a0\ud83d\udd25\u65b0)<\/li>\n\n\n\n<li>\u00a0<a href=\"https:\/\/github.com\/geekyutao\/Inpaint-Anything\/blob\/main\/app\" target=\"_blank\" rel=\"noreferrer noopener\">\u672c\u5730\u7f51\u9875\u7528\u6237\u754c\u9762<\/a>\u53ef\u7528\uff08\ud83d\udd25\u65b0\uff09<\/li>\n\n\n\n<li>\u652f\u6301\u591a\u79cd\u6a21\u5f0f\uff08\u5373\u56fe\u50cf\u3001\u89c6\u9891\u548c 3D \u573a\u666f\uff09\uff08\ud83d\udd25\u65b0\uff09<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udccc \u5220\u9664\u6240\u6709\u5185\u5bb9<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005212-.gif'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005212-.gif\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u56fe\u50cf\" class=\"wp-image-14137\"\/><\/div><\/figure>\n<\/div>\n\n\n<p><strong>\u5355\u51fb<\/strong>\u56fe\u50cf\u4e2d\u7684\u67d0\u4e2a\u5bf9\u8c61\uff0cInpainting Anything \u5c06\u7acb\u5373\u5c06\u5176<strong>\u5220\u9664<\/strong>\uff01<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u70b9\u51fb\u4e00\u4e2a\u5bf9\u8c61\uff1b<\/li>\n\n\n\n<li><a href=\"https:\/\/segment-anything.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5206\u5272\u4efb\u4f55\u6a21\u578b<\/a>\uff08SAM\uff09\u5c06\u5bf9\u8c61\u5206\u5272\u51fa\u6765\uff1b<\/li>\n\n\n\n<li>\u4fee\u590d\u6a21\u578b\uff08\u4f8b\u5982\uff0c<a href=\"https:\/\/advimman.github.io\/lama-project\/\" target=\"_blank\" rel=\"noreferrer noopener\">LaMa<\/a>\uff09\u586b\u8865\u4e86\u201c\u7a7a\u6d1e\u201d\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b89\u88c5<\/h3>\n\n\n\n<p>\u9700\u8981<code>python&gt;=3.8<\/code><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python -m pip install torch torchvision torchaudio\npython -m pip install -e segment_anything\npython -m pip install -r lama\/requirements.txt<\/pre>\n\n\n\n<p>\u5728 Windows \u4e2d\uff0c\u6211\u4eec\u5efa\u8bae\u60a8\u9996\u5148\u5b89\u88c5<a target=\"_blank\" href=\"https:\/\/docs.conda.io\/en\/latest\/miniconda.html\" rel=\"noreferrer noopener\">miniconda<\/a>\u5e76<code>Anaconda Powershell Prompt (miniconda3)<\/code>\u4ee5\u7ba1\u7406\u5458\u8eab\u4efd\u6253\u5f00\u3002\u7136\u540e pip install&nbsp;<a target=\"_blank\" href=\"https:\/\/github.com\/geekyutao\/Inpaint-Anything\/blob\/main\/lama_requirements_windows.txt\" rel=\"noreferrer noopener\">.\/lama_requirements_windows.txt<\/a>\u800c\u4e0d\u662f&nbsp;<a target=\"_blank\" href=\"https:\/\/github.com\/geekyutao\/Inpaint-Anything\/blob\/main\/lama%2Frequirements.txt\" rel=\"noreferrer noopener\">.\/lama\/requirements.txt<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7528\u6cd5<\/h3>\n\n\n\n<p><a target=\"_blank\" href=\"https:\/\/github.com\/geekyutao\/Inpaint-Anything\/blob\/main\/segment_anything\/README.md\" rel=\"noreferrer noopener\">\u4e0b\u8f7dSegment Anything<\/a>\u548c<a target=\"_blank\" href=\"https:\/\/github.com\/geekyutao\/Inpaint-Anything\/blob\/main\/lama\/README.md\" rel=\"noreferrer noopener\">LaMa<\/a>\u4e2d\u63d0\u4f9b\u7684\u6a21\u578b\u68c0\u67e5\u70b9\uff08\u4f8b\u5982<a target=\"_blank\" href=\"https:\/\/dl.fbaipublicfiles.com\/segment_anything\/sam_vit_h_4b8939.pth\" rel=\"noreferrer noopener\">sam_vit_h_4b8939.pth<\/a>\u548c<a target=\"_blank\" href=\"https:\/\/disk.yandex.ru\/d\/ouP6l8VJ0HpMZg\" rel=\"noreferrer noopener\">big-lama<\/a>\uff09\uff0c\u5e76\u653e\u5165<code>.\/pretrained_models<\/code>\u3002 \u4e3a\u4e86\u7b80\u5355\u8d77\u89c1\uff0c\u4f60\u4e5f\u53ef\u4ee5\u524d\u5f80<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1ST0aRbDRZGli0r7OVVOQvXwtadMCuWXg?usp=sharing\" rel=\"noreferrer noopener\">\u8fd9\u91cc<\/a>\uff0c\u76f4\u63a5\u4e0b\u8f7d<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1wpY-upCo4GIW4wVPnlMh_ym779lLIG2A?usp=sharing\" rel=\"noreferrer noopener\">pretrained_models<\/a>\uff0c\u5c06\u76ee\u5f55\u653e\u5165<code>.\/<\/code>\uff0c\u5373\u53ef\u83b7\u5f97<code>.\/pretrained_models<\/code>\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e MobileSAM\uff0csam_model_type \u5e94\u4f7f\u7528\u201cvit_t\u201d\uff0csam_ckpt \u5e94\u4f7f\u7528\u201c.\/weights\/mobile_sam.pt\u201d\u3002\u5bf9\u4e8e MobileSAM \u9879\u76ee\uff0c\u8bf7\u53c2\u9605<a target=\"_blank\" href=\"https:\/\/github.com\/ChaoningZhang\/MobileSAM\" rel=\"noreferrer noopener\">MobileSAM<\/a><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>bash script\/remove_anything.sh\n\n<\/code><\/pre>\n\n\n\n<p>\u6307\u5b9a\u4e00\u4e2a\u56fe\u50cf\u548c\u4e00\u4e2a\u70b9\uff0c\u201cRemove Anything\u201d\u5c06\u4f1a\u5220\u9664\u8be5\u70b9\u5904\u7684\u5bf9\u8c61\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python remove_anything.py \\\n    --input_img .\/example\/remove-anything\/dog.jpg \\\n    --coords_type key_in \\\n    --point_coords 200 450 \\\n    --point_labels 1 \\\n    --dilate_kernel_size 15 \\\n    --output_dir .\/results \\\n    --sam_model_type \"vit_h\" \\\n    --sam_ckpt .\/pretrained_models\/sam_vit_h_4b8939.pth \\\n    --lama_config .\/lama\/configs\/prediction\/default.yaml \\\n    --lama_ckpt .\/pretrained_models\/big-lama<\/pre>\n\n\n\n<p>\u5982\u679c\u4f60\u7684\u673a\u5668\u6709\u663e\u793a\u8bbe\u5907\uff0c\u53ef\u4ee5\u6539\u4e3a<code>--coords_type key_in<\/code>\u3002\u5982\u679c\u8bbe\u7f6e\u4e86\uff0c\u8fd0\u884c\u4e0a\u8ff0\u547d\u4ee4\u540e\uff0c\u56fe\u50cf\u5c31\u4f1a\u663e\u793a\u51fa\u6765\u3002\uff081\uff09\u4f7f\u7528<em>\u5de6\u952e\u5355\u51fb<\/em>\u8bb0\u5f55\u5355\u51fb\u7684\u5750\u6807\u3002\u5b83\u652f\u6301\u4fee\u6539\u70b9\uff0c\u5e76\u4e14\u53ea\u8bb0\u5f55\u6700\u540e\u4e00\u4e2a\u70b9\u7684\u5750\u6807\u3002\uff082\uff09\u4f7f\u7528<em>\u53f3\u952e\u5355\u51fb<\/em>\u5b8c\u6210\u9009\u62e9\u3002<code>--coords_type click<\/code><code>click<\/code><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6f14\u793a<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005212-.png\" width=\"750\" height=\"562\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005213-.png\" width=\"750\" height=\"562\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005214-.png\" width=\"750\" height=\"562\" ><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005215-.png\" width=\"750\" height=\"500\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005215-1-1.png\" width=\"750\" height=\"500\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005216-.png\" width=\"750\" height=\"500\" ><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005217-.png\" width=\"330\" height=\"421\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005218-.png\" width=\"330\" height=\"421\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005218-1-1.png\" width=\"330\" height=\"421\"><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005219-.png\" width=\"639\" height=\"405\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005220-.png\" width=\"639\" height=\"405\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005220-1-1.png\" width=\"640\" height=\"406\" ><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udccc \u586b\u5145\u4efb\u610f\u5185\u5bb9<\/h2>\n\n\n\n<p>\u6587\u5b57\u63d0\u793a\uff1a\u201c\u957f\u51f3\u4e0a\u7684\u4e00\u53ea\u6cf0\u8fea\u718a\u201d<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005221-.gif'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005221-.gif\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u56fe\u50cf\" class=\"wp-image-14168\"\/><\/div><\/figure>\n<\/div>\n\n\n<p><strong>\u5355\u51fb<\/strong>\u4e00\u4e2a\u5bf9\u8c61\uff0c<strong>\u8f93\u5165<\/strong>\u60a8\u60f3\u8981\u586b\u5145\u7684\u5185\u5bb9\uff0cInpaint Anything \u5c31\u4f1a<strong>\u586b\u5145<\/strong>\u5b83\uff01<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u70b9\u51fb\u4e00\u4e2a\u5bf9\u8c61\uff1b<\/li>\n\n\n\n<li><a href=\"https:\/\/segment-anything.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">SAM<\/a>\u5c06\u7269\u4f53\u5206\u5272\u51fa\u6765\uff1b<\/li>\n\n\n\n<li>\u8f93\u5165\u6587\u672c\u63d0\u793a\uff1b<\/li>\n\n\n\n<li>\u6587\u672c\u63d0\u793a\u5f15\u5bfc\u7684\u4fee\u590d\u6a21\u578b\uff08\u4f8b\u5982\uff0c<a href=\"https:\/\/github.com\/CompVis\/stable-diffusion\" target=\"_blank\" rel=\"noreferrer noopener\">\u7a33\u5b9a\u6269\u6563<\/a>\uff09\u6839\u636e\u6587\u672c\u586b\u8865\u201c\u7a7a\u6d1e\u201d\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b89\u88c5<\/h3>\n\n\n\n<p>\u9700\u8981<code>python&gt;=3.8<\/code><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python -m pip install torch torchvision torchaudio\npython -m pip install -e segment_anything\npython -m pip install diffusers transformers accelerate scipy safetensors<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u7528\u6cd5<\/h3>\n\n\n\n<p><a target=\"_blank\" href=\"https:\/\/github.com\/geekyutao\/Inpaint-Anything\/blob\/main\/segment_anything\/README.md\" rel=\"noreferrer noopener\">\u4e0b\u8f7dSegment Anything<\/a>\u4e2d\u63d0\u4f9b\u7684\u6a21\u578b\u68c0\u67e5\u70b9\uff08\u4f8b\u5982<a target=\"_blank\" href=\"https:\/\/dl.fbaipublicfiles.com\/segment_anything\/sam_vit_h_4b8939.pth\" rel=\"noreferrer noopener\">sam_vit_h_4b8939.pth<\/a>\uff09\u5e76\u653e\u5165<code>.\/pretrained_models<\/code>\u3002\u4e3a\u4e86\u7b80\u5355\u8d77\u89c1\uff0c\u60a8\u4e5f\u53ef\u4ee5\u524d\u5f80<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1ST0aRbDRZGli0r7OVVOQvXwtadMCuWXg?usp=sharing\" rel=\"noreferrer noopener\">\uff0c<\/a>\u76f4\u63a5\u4e0b\u8f7d<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1wpY-upCo4GIW4wVPnlMh_ym779lLIG2A?usp=sharing\" rel=\"noreferrer noopener\">pretrained_models<\/a>\uff0c\u5c06\u76ee\u5f55\u653e\u5165<code>.\/<\/code>\uff0c\u5373\u53ef\u83b7\u5f97<code>.\/pretrained_models<\/code>\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e MobileSAM\uff0csam_model_type \u5e94\u4f7f\u7528\u201cvit_t\u201d\uff0csam_ckpt \u5e94\u4f7f\u7528\u201c.\/weights\/mobile_sam.pt\u201d\u3002\u5bf9\u4e8e MobileSAM \u9879\u76ee\uff0c\u8bf7\u53c2\u9605<a target=\"_blank\" href=\"https:\/\/github.com\/ChaoningZhang\/MobileSAM\" rel=\"noreferrer noopener\">MobileSAM<\/a><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>bash script\/fill_anything.sh\n\n<\/code><\/pre>\n\n\n\n<p>\u6307\u5b9a\u56fe\u50cf\u3001\u70b9\u548c\u6587\u672c\u63d0\u793a\uff0c\u7136\u540e\u8fd0\u884c\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python fill_anything.py \\\n    --input_img .\/example\/fill-anything\/sample1.png \\\n    --coords_type key_in \\\n    --point_coords 750 500 \\\n    --point_labels 1 \\\n    --text_prompt \"a teddy bear on a bench\" \\\n    --dilate_kernel_size 50 \\\n    --output_dir .\/results \\\n    --sam_model_type \"vit_h\" \\\n    --sam_ckpt .\/pretrained_models\/sam_vit_h_4b8939.pth<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u6f14\u793a<\/h3>\n\n\n\n<p>\u6587\u5b57\u63d0\u793a\uff1a\u201c\u624b\u91cc\u62ff\u7740\u76f8\u673a\u955c\u5934\u201d<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005221-.png\" width=\"750\" height=\"562\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005222-.png\" width=\"750\" height=\"562\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005223-.png\" width=\"750\" height=\"562\" ><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6587\u5b57\u63d0\u793a\uff1a\u201c\u5899\u4e0a\u6709\u4e00\u5e45\u6bd5\u52a0\u7d22\u7684\u753b\u201d<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005224-.png\" width=\"315\" height=\"421\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005225-.png\" width=\"315\" height=\"421\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005226-.png\" width=\"315\" height=\"421\"><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6587\u5b57\u63d0\u793a\uff1a\u201c\u6d77\u4e0a\u6709\u4e00\u8258\u822a\u7a7a\u6bcd\u8230\u201d<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005226-1-1.png\" width=\"750\" height=\"562\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005227-.png\" width=\"750\" height=\"562\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005228-.png\" width=\"750\" height=\"562\" ><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6587\u5b57\u63d0\u793a\uff1a\u201c\u8def\u4e0a\u7684\u8dd1\u8f66\u201d<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005229-.png\" width=\"750\" height=\"562\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005230-.png\" width=\"750\" height=\"562\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005230-1-1.png\" width=\"750\" height=\"562\" ><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udccc \u66ff\u6362\u4efb\u4f55\u4e1c\u897f<\/h2>\n\n\n\n<p>\u6587\u5b57\u63d0\u793a\uff1a\u201c\u529e\u516c\u5ba4\u91cc\u7684\u4e00\u540d\u7537\u5b50\u201d<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005231-.gif'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005231-.gif\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u56fe\u50cf\" class=\"wp-image-14181\"\/><\/div><\/figure>\n<\/div>\n\n\n<p><strong>\u5355\u51fb<\/strong>\u4e00\u4e2a\u5bf9\u8c61\uff0c<strong>\u8f93\u5165<\/strong>\u60a8\u60f3\u8981\u66ff\u6362\u7684\u80cc\u666f\uff0cInpaint Anything \u5c06<strong>\u66ff\u6362<\/strong>\u5b83\uff01<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u70b9\u51fb\u4e00\u4e2a\u5bf9\u8c61\uff1b<\/li>\n\n\n\n<li><a href=\"https:\/\/segment-anything.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">SAM<\/a>\u5c06\u7269\u4f53\u5206\u5272\u51fa\u6765\uff1b<\/li>\n\n\n\n<li>\u8f93\u5165\u6587\u672c\u63d0\u793a\uff1b<\/li>\n\n\n\n<li>\u6587\u672c\u63d0\u793a\u5f15\u5bfc\u7684\u4fee\u590d\u6a21\u578b\uff08\u4f8b\u5982\uff0c<a href=\"https:\/\/github.com\/CompVis\/stable-diffusion\" target=\"_blank\" rel=\"noreferrer noopener\">\u7a33\u5b9a\u6269\u6563<\/a>\uff09\u6839\u636e\u6587\u672c\u66ff\u6362\u80cc\u666f\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b89\u88c5<\/h3>\n\n\n\n<p>\u9700\u8981<code>python&gt;=3.8<\/code><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python -m pip install torch torchvision torchaudio\npython -m pip install -e segment_anything\npython -m pip install diffusers transformers accelerate scipy safetensors<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u7528\u6cd5<\/h3>\n\n\n\n<p><a target=\"_blank\" href=\"https:\/\/github.com\/geekyutao\/Inpaint-Anything\/blob\/main\/segment_anything\/README.md\" rel=\"noreferrer noopener\">\u4e0b\u8f7dSegment Anything<\/a>\u4e2d\u63d0\u4f9b\u7684\u6a21\u578b\u68c0\u67e5\u70b9\uff08\u4f8b\u5982<a target=\"_blank\" href=\"https:\/\/dl.fbaipublicfiles.com\/segment_anything\/sam_vit_h_4b8939.pth\" rel=\"noreferrer noopener\">sam_vit_h_4b8939.pth<\/a>\uff09\u5e76\u653e\u5165<code>.\/pretrained_models<\/code>\u3002 \u4e3a\u4e86\u7b80\u5355\u8d77\u89c1\uff0c\u60a8\u4e5f\u53ef\u4ee5\u524d\u5f80<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1ST0aRbDRZGli0r7OVVOQvXwtadMCuWXg?usp=sharing\" rel=\"noreferrer noopener\">\uff0c<\/a>\u76f4\u63a5\u4e0b\u8f7d<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1wpY-upCo4GIW4wVPnlMh_ym779lLIG2A?usp=sharing\" rel=\"noreferrer noopener\">pretrained_models<\/a>\uff0c\u5c06\u76ee\u5f55\u653e\u5165<code>.\/<\/code>\u5373\u53ef<code>.\/pretrained_models<\/code>\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e MobileSAM\uff0csam_model_type \u5e94\u4f7f\u7528\u201cvit_t\u201d\uff0csam_ckpt \u5e94\u4f7f\u7528\u201c.\/weights\/mobile_sam.pt\u201d\u3002\u5bf9\u4e8e MobileSAM \u9879\u76ee\uff0c\u8bf7\u53c2\u9605<a target=\"_blank\" href=\"https:\/\/github.com\/ChaoningZhang\/MobileSAM\" rel=\"noreferrer noopener\">MobileSAM<\/a><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>bash script\/replace_anything.sh\n\n<\/code><\/pre>\n\n\n\n<p>\u6307\u5b9a\u56fe\u50cf\u3001\u70b9\u548c\u6587\u672c\u63d0\u793a\uff0c\u7136\u540e\u8fd0\u884c\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python replace_anything.py \\\n    --input_img .\/example\/replace-anything\/dog.png \\\n    --coords_type key_in \\\n    --point_coords 750 500 \\\n    --point_labels 1 \\\n    --text_prompt \"sit on the swing\" \\\n    --output_dir .\/results \\\n    --sam_model_type \"vit_h\" \\\n    --sam_ckpt .\/pretrained_models\/sam_vit_h_4b8939.pth<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u6f14\u793a<\/h3>\n\n\n\n<p>\u6587\u5b57\u63d0\u793a\uff1a\u201c\u5750\u5728\u79cb\u5343\u4e0a\u201d<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005231-.png\" width=\"750\" height=\"520\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005232-.png\" width=\"750\" height=\"520\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005233-.png\" width=\"750\" height=\"520\" ><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6587\u5b57\u63d0\u793a\uff1a\u201c\u4e00\u8f86\u516c\u4ea4\u8f66\uff0c\u5728\u4e00\u6761\u4e61\u95f4\u5c0f\u8def\u7684\u4e2d\u592e\uff0c\u590f\u5929\u201d<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005234-.png\" width=\"750\" height=\"562\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005235-.png\" width=\"750\" height=\"562\" ><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005236-.png\" width=\"750\" height=\"562\" ><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6587\u5b57\u63d0\u793a\uff1a\u201c\u65e9\u9910\u201d<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005236-1-1.png\" width=\"314\" height=\"421\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005237-.png\" width=\"314\" height=\"421\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005238-.png\" width=\"314\" height=\"421\"><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6587\u5b57\u63d0\u793a\uff1a\u201c\u57ce\u5e02\u5341\u5b57\u8def\u53e3\u201d<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005238-1-1.png\" width=\"315\" height=\"421\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005239-.png\" width=\"315\" height=\"421\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005239-1-1.png\" width=\"315\" height=\"421\"><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udccc \u5220\u9664\u4efb\u4f55 3D \u5185\u5bb9<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005240-.gif\" width=\"750\" height=\"571\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005240-1-1.gif\" width=\"750\" height=\"571\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005241-.gif\" width=\"750\" height=\"571\"><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005242-.gif\" width=\"750\" height=\"571\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005242-1-1.gif\" width=\"750\" height=\"571\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005243-.gif\" width=\"750\" height=\"571\"><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u53ea\u9700<strong>\u5355\u51fb\u6e90\u89c6\u56fe\u7684<\/strong><em>\u7b2c\u4e00\u4e2a<\/em>\u89c6\u56fe\u4e2d\u7684\u5bf9\u8c61\uff0cRemove Anything 3D \u5c31\u53ef\u4ee5\u4ece<em>\u6574\u4e2a<\/em>\u573a\u666f\u4e2d\u5220\u9664\u8be5\u5bf9\u8c61\uff01<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5355\u51fb\u6e90\u89c6\u56fe\u7684\u7b2c\u4e00\u4e2a\u89c6\u56fe\u4e2d\u7684\u4e00\u4e2a\u5bf9\u8c61\uff1b<\/li>\n\n\n\n<li><a href=\"https:\/\/segment-anything.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">SAM<\/a>\u5c06\u5bf9\u8c61\u5206\u5272\u51fa\u6765\uff08\u4f7f\u7528\u4e09\u4e2a\u53ef\u80fd\u7684\u63a9\u7801\uff09\uff1b<\/li>\n\n\n\n<li>\u9009\u62e9\u4e00\u4e2a\u9762\u5177\uff1b<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/botaoye\/OSTrack\" target=\"_blank\" rel=\"noreferrer noopener\">\u5229\u7528OSTrack<\/a>\u7b49\u8ddf\u8e2a\u6a21\u578b\u6765\u8ddf\u8e2a\u8fd9\u4e9b\u89c6\u56fe\u4e2d\u7684\u5bf9\u8c61\uff1b<\/li>\n\n\n\n<li>SAM\u6839\u636e\u8ddf\u8e2a\u7ed3\u679c\u5728\u6bcf\u4e2a\u6e90\u89c6\u56fe\u4e2d\u5206\u5272\u51fa\u5bf9\u8c61\uff1b<\/li>\n\n\n\n<li><a href=\"https:\/\/advimman.github.io\/lama-project\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5229\u7528LaMa<\/a>\u7b49\u4fee\u590d\u6a21\u578b\u6765\u4fee\u590d\u6bcf\u4e2a\u6e90\u89c6\u56fe\u4e2d\u7684\u5bf9\u8c61\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/yenchenlin\/nerf-pytorch\" target=\"_blank\" rel=\"noreferrer noopener\">\u5229\u7528NeRF<\/a>\u7b49\u65b0\u9896\u89c6\u56fe\u5408\u6210\u6a21\u578b\u6765\u5408\u6210\u6ca1\u6709\u7269\u4f53\u7684\u573a\u666f\u7684\u65b0\u9896\u89c6\u56fe\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b89\u88c5<\/h3>\n\n\n\n<p>\u9700\u8981<code>python&gt;=3.8<\/code><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python -m pip install torch torchvision torchaudio\npython -m pip install -e segment_anything\npython -m pip install -r lama\/requirements.txt\npython -m pip install jpeg4py lmdb<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u7528\u6cd5<\/h3>\n\n\n\n<p><a target=\"_blank\" href=\"https:\/\/github.com\/geekyutao\/Inpaint-Anything\/blob\/main\/segment_anything\/README.md\" rel=\"noreferrer noopener\">\u4e0b\u8f7dSegment Anything<\/a>\u548c<a target=\"_blank\" href=\"https:\/\/github.com\/geekyutao\/Inpaint-Anything\/blob\/main\/lama\/README.md\" rel=\"noreferrer noopener\">LaMa<\/a>\u4e2d\u63d0\u4f9b\u7684\u6a21\u578b checkpoint&nbsp;\uff08\u5982<a target=\"_blank\" href=\"https:\/\/dl.fbaipublicfiles.com\/segment_anything\/sam_vit_h_4b8939.pth\" rel=\"noreferrer noopener\">sam_vit_h_4b8939.pth<\/a>\uff09\uff0c\u653e\u5165<code>.\/pretrained_models<\/code>\u3002 \u53e6\u5916\uff0c\u4ece<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1ttafo0O5S9DXK2PX0YqPvPrQ-HWJjhSy\" rel=\"noreferrer noopener\">\u8fd9\u91cc\u4e0b\u8f7d<\/a><a target=\"_blank\" href=\"https:\/\/github.com\/botaoye\/OSTrack\" rel=\"noreferrer noopener\">OSTrack<\/a>\u9884\u8bad\u7ec3\u6a21\u578b\uff08\u5982<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1XJ70dYB6muatZ1LPQGEhyvouX-sU_wnu\" rel=\"noreferrer noopener\">vitb_384_mae_ce_32x4_ep300.pth<\/a>\uff09\u653e\u5165\u3002 \u53e6\u5916\uff0c\u4e0b\u8f7d [nerf_llff_data]\uff08\u5982<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1boi3eK8jNC8yv8IJ7lcL5_F1vutL3imc\" rel=\"noreferrer noopener\">horns<\/a>\uff09\uff0c\u653e\u5165\u3002 \u4e3a\u4e86\u7b80\u5355\u8d77\u89c1\uff0c\u4f60\u4e5f\u53ef\u4ee5\u5230<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1ST0aRbDRZGli0r7OVVOQvXwtadMCuWXg?usp=sharing\" rel=\"noreferrer noopener\">\u8fd9\u91cc<\/a>\uff0c\u76f4\u63a5\u4e0b\u8f7d<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1wpY-upCo4GIW4wVPnlMh_ym779lLIG2A?usp=sharing\" rel=\"noreferrer noopener\">pretrained_models<\/a>\uff0c\u5c06\u76ee\u5f55\u653e\u5165\uff0c\u5373\u53ef\u83b7\u5f97\u3002 \u53e6\u5916\uff0c\u4e0b\u8f7d<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1SERTIfS7JYyOOmXWujAva4CDQf-W7fjv?usp=sharing\" rel=\"noreferrer noopener\">pretrain<\/a>\uff0c\u5c06\u76ee\u5f55\u653e\u5165\uff0c\u5373\u53ef\u83b7\u5f97\u3002<code>.\/pytracking\/pretrain<\/code><code>.\/example\/3d<\/code><code>.\/<\/code><code>.\/pretrained_models<\/code><code>.\/pytracking<\/code><code>.\/pytracking\/pretrain<\/code><\/p>\n\n\n\n<p>\u5bf9\u4e8e MobileSAM\uff0csam_model_type \u5e94\u4f7f\u7528\u201cvit_t\u201d\uff0csam_ckpt \u5e94\u4f7f\u7528\u201c.\/weights\/mobile_sam.pt\u201d\u3002\u5bf9\u4e8e MobileSAM \u9879\u76ee\uff0c\u8bf7\u53c2\u9605<a target=\"_blank\" href=\"https:\/\/github.com\/ChaoningZhang\/MobileSAM\" rel=\"noreferrer noopener\">MobileSAM<\/a><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>bash script\/remove_anything_3d.sh\n\n<\/code><\/pre>\n\n\n\n<p>\u6307\u5b9a\u4e00\u4e2a 3d \u573a\u666f\u3001\u4e00\u4e2a\u70b9\u3001\u573a\u666f\u914d\u7f6e\u548c\u906e\u7f69\u7d22\u5f15\uff08\u6307\u793a\u4f7f\u7528\u7b2c\u4e00\u4e2a\u89c6\u56fe\u7684\u54ea\u4e2a\u906e\u7f69\u7ed3\u679c\uff09\uff0c\u7136\u540e Remove Anything 3D \u5c06\u4ece\u6574\u4e2a\u573a\u666f\u4e2d\u5220\u9664\u8be5\u5bf9\u8c61\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python remove_anything_3d.py \\\n      --input_dir .\/example\/3d\/horns \\\n      --coords_type key_in \\\n      --point_coords 830 405 \\\n      --point_labels 1 \\\n      --dilate_kernel_size 15 \\\n      --output_dir .\/results \\\n      --sam_model_type \"vit_h\" \\\n      --sam_ckpt .\/pretrained_models\/sam_vit_h_4b8939.pth \\\n      --lama_config .\/lama\/configs\/prediction\/default.yaml \\\n      --lama_ckpt .\/pretrained_models\/big-lama \\\n      --tracker_ckpt vitb_384_mae_ce_32x4_ep300 \\\n      --mask_idx 1 \\\n      --config .\/nerf\/configs\/horns.txt \\\n      --expname horns<\/pre>\n\n\n\n<p>\u901a\u5e38<code>--mask_idx<\/code>\u8bbe\u7f6e\u4e3a 1\uff0c\u8fd9\u901a\u5e38\u662f\u7b2c\u4e00\u5e27\u6700\u53ef\u4fe1\u7684\u63a9\u7801\u7ed3\u679c\u3002\u5982\u679c\u5bf9\u8c61\u6ca1\u6709\u88ab\u5f88\u597d\u5730\u5206\u5272\u51fa\u6765\uff0c\u4f60\u53ef\u4ee5\u5c1d\u8bd5\u5176\u4ed6\u63a9\u7801\uff080 \u6216 2\uff09\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udccc \u5220\u9664\u6240\u6709\u89c6\u9891<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005243-1-1.gif\" width=\"600\" height=\"333\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005244-.gif\" width=\"600\" height=\"333\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005244-1-1.gif\" width=\"600\" height=\"333\"><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u53ea\u9700<strong>\u5355\u51fb\u89c6\u9891<\/strong><em>\u7b2c\u4e00<\/em>\u5e27\u4e2d\u7684\u67d0\u4e2a\u5bf9\u8c61\uff0c\u201cRemove Anything Video\u201d\u5373\u53ef\u4ece<em>\u6574\u4e2a<\/em>\u89c6\u9891\u4e2d\u5220\u9664\u8be5\u5bf9\u8c61\uff01<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u70b9\u51fb\u89c6\u9891\u7b2c\u4e00\u5e27\u4e2d\u7684\u67d0\u4e2a\u5bf9\u8c61\uff1b<\/li>\n\n\n\n<li><a href=\"https:\/\/segment-anything.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">SAM<\/a>\u5c06\u5bf9\u8c61\u5206\u5272\u51fa\u6765\uff08\u4f7f\u7528\u4e09\u4e2a\u53ef\u80fd\u7684\u63a9\u7801\uff09\uff1b<\/li>\n\n\n\n<li>\u9009\u62e9\u4e00\u4e2a\u9762\u5177\uff1b<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/botaoye\/OSTrack\" target=\"_blank\" rel=\"noreferrer noopener\">\u5229\u7528OSTrack<\/a>\u7b49\u8ddf\u8e2a\u6a21\u578b\u6765\u8ddf\u8e2a\u89c6\u9891\u4e2d\u7684\u5bf9\u8c61\uff1b<\/li>\n\n\n\n<li>SAM\u6839\u636e\u8ddf\u8e2a\u7ed3\u679c\u5728\u6bcf\u5e27\u4e2d\u5206\u5272\u51fa\u7269\u4f53\uff1b<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/researchmm\/STTN\" target=\"_blank\" rel=\"noreferrer noopener\">\u5229\u7528STTN<\/a>\u7b49\u89c6\u9891\u4fee\u590d\u6a21\u578b\u6765\u4fee\u590d\u6bcf\u4e00\u5e27\u4e2d\u7684\u5bf9\u8c61\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b89\u88c5<\/h3>\n\n\n\n<p>\u9700\u8981<code>python&gt;=3.8<\/code><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python -m pip install torch torchvision torchaudio\npython -m pip install -e segment_anything\npython -m pip install -r lama\/requirements.txt\npython -m pip install jpeg4py lmdb<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u7528\u6cd5<\/h3>\n\n\n\n<p><a target=\"_blank\" href=\"https:\/\/github.com\/geekyutao\/Inpaint-Anything\/blob\/main\/segment_anything\/README.md\" rel=\"noreferrer noopener\">\u4e0b\u8f7dSegment Anything<\/a>\u548c<a target=\"_blank\" href=\"https:\/\/github.com\/geekyutao\/Inpaint-Anything\/blob\/main\/sttn\/README.md\" rel=\"noreferrer noopener\">STTN<\/a>\u4e2d\u63d0\u4f9b\u7684\u6a21\u578b\u68c0\u67e5\u70b9\uff08\u4f8b\u5982<a target=\"_blank\" href=\"https:\/\/dl.fbaipublicfiles.com\/segment_anything\/sam_vit_h_4b8939.pth\" rel=\"noreferrer noopener\">sam_vit_h_4b8939.pth<\/a>\u548c<a target=\"_blank\" href=\"https:\/\/drive.google.com\/file\/d\/1ZAMV8547wmZylKRt5qR_tC5VlosXD4Wv\/view\" rel=\"noreferrer noopener\">sttn.pth<\/a>\uff09\uff0c\u5e76\u5c06\u5b83\u4eec\u653e\u5165<code>.\/pretrained_models<\/code>\u3002\u6b64\u5916\uff0c\u4ece<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1ttafo0O5S9DXK2PX0YqPvPrQ-HWJjhSy\" rel=\"noreferrer noopener\">\u8fd9\u91cc\u4e0b\u8f7d<\/a><a target=\"_blank\" href=\"https:\/\/github.com\/botaoye\/OSTrack\" rel=\"noreferrer noopener\">OSTrack<\/a>\u9884\u8bad\u7ec3\u6a21\u578b\uff08\u4f8b\u5982<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1XJ70dYB6muatZ1LPQGEhyvouX-sU_wnu\" rel=\"noreferrer noopener\">vitb_384_mae_ce_32x4_ep300.pth<\/a>\uff09\u5e76\u5c06\u5176\u653e\u5165\u3002\u4e3a\u4e86\u7b80\u5355\u8d77\u89c1\uff0c\u60a8\u4e5f\u53ef\u4ee5\u524d\u5f80<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1ST0aRbDRZGli0r7OVVOQvXwtadMCuWXg?usp=sharing\" rel=\"noreferrer noopener\">\u8fd9\u91cc<\/a>\uff0c\u76f4\u63a5\u4e0b\u8f7d<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1wpY-upCo4GIW4wVPnlMh_ym779lLIG2A?usp=sharing\" rel=\"noreferrer noopener\">pretrained_models<\/a>\uff0c\u5c06\u76ee\u5f55\u653e\u5165\u5e76\u83b7\u53d6\u3002\u53e6\u5916\uff0c\u4e0b\u8f7d<a target=\"_blank\" href=\"https:\/\/drive.google.com\/drive\/folders\/1SERTIfS7JYyOOmXWujAva4CDQf-W7fjv?usp=sharing\" rel=\"noreferrer noopener\">pretrain<\/a>\uff0c\u5c06\u76ee\u5f55\u653e\u5165\u5e76\u83b7\u53d6\u3002<code>.\/pytracking\/pretrain<\/code><code>.\/<\/code><code>.\/pretrained_models<\/code><code>.\/pytracking<\/code><code>.\/pytracking\/pretrain<\/code><\/p>\n\n\n\n<p>\u5bf9\u4e8e MobileSAM\uff0csam_model_type \u5e94\u4f7f\u7528\u201cvit_t\u201d\uff0csam_ckpt \u5e94\u4f7f\u7528\u201c.\/weights\/mobile_sam.pt\u201d\u3002\u5bf9\u4e8e MobileSAM \u9879\u76ee\uff0c\u8bf7\u53c2\u9605<a target=\"_blank\" href=\"https:\/\/github.com\/ChaoningZhang\/MobileSAM\" rel=\"noreferrer noopener\">MobileSAM<\/a><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>bash script\/remove_anything_video.sh\n\n<\/code><\/pre>\n\n\n\n<p>\u6307\u5b9a\u4e00\u4e2a\u89c6\u9891\u3001\u4e00\u4e2a\u70b9\u3001\u89c6\u9891 FPS \u548c\u8499\u7248\u7d22\u5f15\uff08\u8868\u793a\u4f7f\u7528\u7b2c\u4e00\u5e27\u7684\u54ea\u4e2a\u8499\u7248\u7ed3\u679c\uff09\uff0cRemove Anything Video \u5c06\u4ece\u6574\u4e2a\u89c6\u9891\u4e2d\u5220\u9664\u8be5\u5bf9\u8c61\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python remove_anything_video.py \\\n    --input_video .\/example\/video\/paragliding\/original_video.mp4 \\\n    --coords_type key_in \\\n    --point_coords 652 162 \\\n    --point_labels 1 \\\n    --dilate_kernel_size 15 \\\n    --output_dir .\/results \\\n    --sam_model_type \"vit_h\" \\\n    --sam_ckpt .\/pretrained_models\/sam_vit_h_4b8939.pth \\\n    --lama_config lama\/configs\/prediction\/default.yaml \\\n    --lama_ckpt .\/pretrained_models\/big-lama \\\n    --tracker_ckpt vitb_384_mae_ce_32x4_ep300 \\\n    --vi_ckpt .\/pretrained_models\/sttn.pth \\\n    --mask_idx 2 \\\n    --fps 25<\/pre>\n\n\n\n<p>\u901a\u5e38<code>--mask_idx<\/code>\u8bbe\u7f6e\u4e3a 2\uff0c\u8fd9\u901a\u5e38\u662f\u7b2c\u4e00\u5e27\u6700\u53ef\u4fe1\u7684\u63a9\u7801\u7ed3\u679c\u3002\u5982\u679c\u5bf9\u8c61\u6ca1\u6709\u88ab\u5f88\u597d\u5730\u5206\u5272\u51fa\u6765\uff0c\u4f60\u53ef\u4ee5\u5c1d\u8bd5\u5176\u4ed6\u63a9\u7801\uff080 \u6216 1\uff09\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6f14\u793a<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005244-1-2.gif\" width=\"600\" height=\"333\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005245-.gif\" width=\"600\" height=\"333\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005245-1-1.gif\" width=\"600\" height=\"333\"><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005246-.gif\" width=\"600\" height=\"333\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005246-1-1.gif\" width=\"600\" height=\"333\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005247-.gif\" width=\"600\" height=\"333\"><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005247-1-1.gif\" width=\"600\" height=\"333\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005248-.gif\" width=\"600\" height=\"333\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005248-1-1.gif\" width=\"600\" height=\"333\"><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005248-1-2.gif\" width=\"600\" height=\"333\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005249-.gif\" width=\"600\" height=\"333\"><\/td><td><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.freedidi.com\/wp-content\/uploads\/2024\/09\/005249-1-1.gif\" width=\"600\" height=\"333\"><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u81f4\u8c22<\/h2>\n","protected":false},"excerpt":{"rendered":"<p>Inpaint Anything \u53ef\u4ee5\u4fee\u590d\u56fe\u50cf\u3001\u89c6\u9891\u548c3D \u573a\u666f\u4e2d\u7684\u4efb\u4f55\u5185\u5bb9\uff01 TL; DR\uff1a\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u5355\u51fb [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1676,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12,2],"tags":[],"class_list":["post-1674","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-2"],"_links":{"self":[{"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/posts\/1674","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/comments?post=1674"}],"version-history":[{"count":2,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/posts\/1674\/revisions"}],"predecessor-version":[{"id":1677,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/posts\/1674\/revisions\/1677"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/media\/1676"}],"wp:attachment":[{"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/media?parent=1674"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/categories?post=1674"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/tags?post=1674"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}