{"id":451,"date":"2025-11-15T16:56:04","date_gmt":"2025-11-15T08:56:04","guid":{"rendered":"https:\/\/icalkzhangzihao.com\/?p=451"},"modified":"2025-11-15T16:56:04","modified_gmt":"2025-11-15T08:56:04","slug":"stable-diffusion-%e5%8e%9f%e7%90%86%e8%af%a6%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/icalkzhangzihao.com\/?p=451","title":{"rendered":"Stable Diffusion \u539f\u7406\u8be6\u89e3"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">Diffusion Model<\/h1>\n\n\n\n<p>latent Stable diffusion \u5c06\u8f93\u5165\u6a21\u6001\u7684\u7279\u5f81\u63d0\u53d6\u51fa\u6765\uff0c\u7136\u540e\u53bb\u9884\u6d4b\u6f5c\u5728\u7a7a\u95f4\u7684\u7279\u5f81\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/icalkzhangzihao.com\/wp-content\/uploads\/2025\/11\/image-7-1024x506.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"506\" data-original=\"https:\/\/icalkzhangzihao.com\/wp-content\/uploads\/2025\/11\/image-7-1024x506.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-455\" style=\"width:800px;height:auto\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n<\/div>\n\n\n<p>stable diffusion\u5c31\u662f\u91c7\u7528\u8fd9\u79cd\u7b56\u7565\u3002classifier free guidance \u7b56\u7565\u662f\u5728<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/icalkzhangzihao.com\/wp-content\/uploads\/2025\/11\/image-4-1024x564.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"564\" data-original=\"https:\/\/icalkzhangzihao.com\/wp-content\/uploads\/2025\/11\/image-4-1024x564.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-452\" style=\"width:794px;height:auto\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Variational AutoEncoder\uff08\u53d8\u5206\u81ea\u52a8\u7f16\u7801\u5668\uff0c VAE\uff09<\/h1>\n\n\n\n<p>VAE\u6709\u4e00\u4e2a\u7f16\u7801\u5668\uff08Encoder\uff09\u548c\u4e00\u4e2a\u89e3\u7801\u5668\uff08Decoder\uff09\uff0c\u8f93\u5165\u6a21\u6001\u901a\u8fc7\u7f16\u7801\u5668\u83b7\u5f97\u6f5c\u5728\u7a7a\u95f4\u7684\u7279\u5f81\uff0c\u89e3\u7801\u5668\u5c06\u6f5c\u5728\u7a7a\u95f4\u7684\u7279\u5f81\u89e3\u7801\u6210\u8f93\u51fa\u6a21\u6001\u3002<\/p>\n\n\n\n<p>VAE\u662f\u9884\u5148\u8bad\u7ec3\u597d\u7684\uff0c\u6269\u6563\u6a21\u578b\u5728\u8bad\u7ec3\u7684\u65f6\u5019\u76f4\u63a5\u62ff\u6765\u4f7f\u7528\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/icalkzhangzihao.com\/wp-content\/uploads\/2025\/11\/image-5-1024x525.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"525\" data-original=\"https:\/\/icalkzhangzihao.com\/wp-content\/uploads\/2025\/11\/image-5-1024x525.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-453\" style=\"width:798px;height:auto\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Diffusion Model latent Stable diffusion \u5c06\u8f93\u5165\u6a21\u6001\u7684\u7279\u5f81\u63d0\u53d6\u51fa\u6765\uff0c\u7136\u540e [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-451","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=\/wp\/v2\/posts\/451","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=451"}],"version-history":[{"count":2,"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=\/wp\/v2\/posts\/451\/revisions"}],"predecessor-version":[{"id":457,"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=\/wp\/v2\/posts\/451\/revisions\/457"}],"wp:attachment":[{"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=451"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=451"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=451"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}