{"id":33869,"date":"2025-04-23T12:34:19","date_gmt":"2025-04-23T04:34:19","guid":{"rendered":"https:\/\/www.1ai.net\/?p=33869"},"modified":"2025-04-23T12:34:19","modified_gmt":"2025-04-23T04:34:19","slug":"comfyui%e7%9c%9f%e4%ba%ba%e7%85%a7%e7%89%87%e8%bd%ac%e5%8d%a1%e9%80%9a%e9%a3%8e%e6%a0%bc%e5%9b%be%e5%83%8f%e5%b7%a5%e4%bd%9c%e6%b5%81%e8%ae%b2%e8%a7%a3%ef%bc%8ccomfyui%e5%b7%a5%e4%bd%9c%e6%b5%81","status":"publish","type":"post","link":"https:\/\/www.1ai.net\/en\/33869.html","title":{"rendered":"Comfyui real photo to cartoon style image workflow explanation, comfyui workflow sharing"},"content":{"rendered":"<p>Recently in AI circles, there is a super-hot gameplay that has swept the major communities, forums, B-site clipboard area, and even the second creation circle - the<strong>\"Real people turn<a href=\"https:\/\/www.1ai.net\/en\/tag\/%e5%8d%a1%e9%80%9a%e6%89%8b%e5%8a%9e\" title=\"[Sees articles with tags]\" target=\"_blank\" >cartoon hand puppet<\/a>\u201d<\/strong>.<\/p>\n<p>You didn't read it wrong, only need a real photo, you can generate an exclusive Q version of your hand puppet avatar with one click, the texture is directly pulled full, just like a little doll coming out of a physical blind box!<\/p>\n<p>There's no magic behind it, but by <a href=\"https:\/\/www.1ai.net\/en\/tag\/comfyui\" title=\"_Other Organiser\" target=\"_blank\" >ComfyUI<\/a> A well-built set of\u00a0<strong>Heavy labor process at node 33<\/strong>Finished. Today we will dig deeper into this process in the end to do what, ** AI is how to refine the \"high imitation hand puppet\"? ** Is the whole process reliable? What kind of creation scenarios is it suitable for? Full of dry goods, remember to like the collection!<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-33870\" title=\"6bcf3bf2j00sv5lvn00e0d000u000hhm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2025\/04\/6bcf3bf2j00sv5lvn00e0d000u000hhm.jpg\" alt=\"6bcf3bf2j00sv5lvn00e0d000u000hhm\" width=\"1080\" height=\"629\" \/><\/p>\n<p><strong>First, why is the \"handmade style\"? What's so hot about it?<\/strong><\/p>\n<p>The hand puppet style is not a repetition of a single \"anime style\". It combines Q scale, plastic texture, exaggerated details and other elements, with a kind of \"real human shape \u2192 cartoon doll\" magical sense of reality, balancing the<strong>Anthropomorphism and cuteness<\/strong>, with strong social distribution and commercial IP potential.<\/p>\n<p>What's more, this style has an extremely high degree of adaptability:<\/p>\n<ul>\n<li>\ud83d\udd38\u00a0<strong>make an avatar<\/strong>\u00a0\u2192 More recognizable than in real life<\/li>\n<li>\ud83d\udd38\u00a0<strong>Clips<\/strong>\u00a0\u2192 Doing AI skits or second creation videos<\/li>\n<li>\ud83d\udd38\u00a0<strong>Branded IP peripheral design<\/strong>\u00a0\u2192 one-click visual harmonization<\/li>\n<li>\ud83d\udd38\u00a0<strong>Virtual Idol\/VTuber Creation<\/strong>\u00a0\u2192 Modeling Starter<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-33871\" title=\"fbe6ccb8j00sv5lvm00c3d000pm00ggm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2025\/04\/fbe6ccb8j00sv5lvm00c3d000pm00ggm.jpg\" alt=\"fbe6ccb8j00sv5lvm00c3d000pm00ggm\" width=\"922\" height=\"592\" \/><\/p>\n<p><strong>Second, the core process anatomy: 33 nodes, how to refine a \"AI hand puppet\"?<\/strong><\/p>\n<p>This is not simply a set of filters. It's an entire ComfyUI process that rivals artist-level finishing, from image understanding, style migration, facial contouring, HD repainting, to LoRA fine-tuning.<strong>Every step of the way, it's like an assembly line process.<\/strong>.<\/p>\n<p>\ud83d\udc7e Original image processing stage<\/p>\n<ul>\n<li><strong>LoadImage + Crop Face + Image Crop Face<\/strong><br \/>\nLoad real-life images and automatically crop the face area to lay the foundation for subsequent facial modeling.<\/li>\n<li><strong>InstantIDFaceAnalysis + Load RetinaFace<\/strong><br \/>\nAccurate extraction of features, this step is called \"digital cosmetic surgeon\", the back of the style migration rely on it to align.<\/li>\n<li><strong>ApplyInstantID<\/strong><br \/>\nThe InstantID model is used to \"nest\" the original face into the latent space for style migration.<strong>Preserving the original charm<\/strong>.<\/li>\n<\/ul>\n<p>\ud83c\udfa8 Style Migration + Model Fusion Phase<\/p>\n<ul>\n<li><strong>Pulid Series (PulidEvaClipLoader \/ PulidModelLoader \/ ApplyPulid etc.)<\/strong><br \/>\nThis is the secret weapon to achieve a cartoonish style. The \"Pulid\" model is very strong in rendering styles and is especially good at doing the following<strong>High-quality plastic feel<\/strong>, is the key to the realization of the texture of the hand puppet.<\/li>\n<li><strong>LoraLoader + IPAdapterAdvanced<\/strong><br \/>\nLoad the LoRA model (small model fine-tuning), strengthen the style output, assist the model to understand \"what is meant by the Q version of the hand puppet style\".<\/li>\n<li><strong>CheckpointLoaderSimple + VAEEncode<\/strong><br \/>\nThe underlying large model is loaded with an encoder to encode the latent space image structure.<\/li>\n<\/ul>\n<p>\ud83d\udd27 HD Restoration + Splice Enhancement Phase<\/p>\n<ul>\n<li><strong>HighRes-Fix Script + LatentUpscaleBy + DF_Image_scale_to_side<\/strong><br \/>\nThis part is a chain of HD zoom fixes to prevent the resulting image from turning into a muddy mess, especially optimized for facial textures and edge details.<\/li>\n<li><strong>Image Paste Face + ImageScaleToTotalPixels<\/strong><br \/>\nSpell the already style-migrated face back into the original image and rebuild the cartoon hand puppet avatar as a whole.<\/li>\n<\/ul>\n<p>\ud83d\udce6 Output + Copy Enhancement Session<\/p>\n<ul>\n<li><strong>SaveImage + PreviewImage<\/strong><br \/>\nSave the final product + visualize the presentation node.<\/li>\n<li><strong>ShowText + ConcatText_Zho + RH_Captioner + CR Text<\/strong><br \/>\nGenerate personalized copy in Chinese, you can give the finished product with \"terrier map title\", also supports a key to send social platforms, very suitable for making explosive content!<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-33872\" title=\"d2676039j00sv5lvm007id000u000gcm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2025\/04\/d2676039j00sv5lvm007id000u000gcm.jpg\" alt=\"d2676039j00sv5lvm007id000u000gcm\" width=\"1080\" height=\"588\" \/><\/p>\n<p><strong>III. The set<a href=\"https:\/\/www.1ai.net\/en\/tag\/%e5%b7%a5%e4%bd%9c%e6%b5%81\" title=\"_Other Organiser\" target=\"_blank\" >Workflow<\/a>Who is it for?<\/strong><\/p>\n<p>self-publisher<\/p>\n<p>Make pop-up avatar\/virtual person material<\/p>\n<p>animation creator<\/p>\n<p>Converting live-action to manga characters<\/p>\n<p>brand designer<\/p>\n<p>Make mascot\/IP character hand puppet settings<\/p>\n<p>VTuber\/Uploader<\/p>\n<p>Create your own Q-model image<\/p>\n<p>If you're a content creator or have social media operations needs, this process takes off straight away; if you're a design practitioner, then this can be part of your creative workflow.<\/p>\n<p><strong>Fourth, the advantages and disadvantages of the actual analysis<\/strong><\/p>\n<p>\u2705 Advantages<\/p>\n<ul>\n<li><strong>Stylistic uniformity<\/strong>: From real people to hand-me-down style, the overall sense is very strong, the model migration is natural and unobtrusive<\/li>\n<li><strong>clear-cut structure<\/strong>: All nodes are logically clear and extensible<\/li>\n<li><strong>good compatibility<\/strong>: Can be paired with a variety of LoRA, ControlNet, adapted to a variety of creative styles<\/li>\n<li><strong>High output efficiency<\/strong>: High yield in one shot, no need for frequent retries<\/li>\n<\/ul>\n<p>\u274c Disadvantages<\/p>\n<ul>\n<li><strong>Higher graphics card requirements<\/strong>: High resolution + multiple model calls, 12G RAM recommended to start with<\/li>\n<li><strong>Slightly higher threshold for parameter tuning<\/strong>: Beginners may need to refer to others for parameter matching<\/li>\n<li><strong>There's a trade-off between realism and style<\/strong>: too much LoRA fusion easily \"unrecognizable\", which needs to be manually adjusted weights!<\/li>\n<\/ul>\n<p><strong>Workflow download:<\/strong><\/p>\n<p>Link: https:\/\/pan.quark.cn\/s\/54b33853e738<\/p>","protected":false},"excerpt":{"rendered":"<p>Recently in the AI circle, there is a super-hot play screen all the major communities, forums, B station clip area, and even the second creation circle - \"real life to cartoon hand puppet\". You read it right, you only need a real person photo, you can generate a key to generate exclusive Q version of your avatar, the texture directly pull full, just like the entity blind box out of the small dolls! It's not magic, it's a 33-node process built by ComfyUI. Today we will dig deeper into what this process actually does, **How does AI refine \"high imitation hand puppet\"? ** Is the whole process reliable? What kind of creation scenarios is it suitable for? Full of dry goods, remember to like the collection! First, why is the \"hand puppet wind\"? It is in the end where the fire? Hand-me-down style is not a single \"anime style\".<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[144],"tags":[541,1989,6414,5145],"collection":[],"class_list":["post-33869","post","type-post","status-publish","format-standard","hentry","category-baike","tag-ai","tag-comfyui","tag-6414","tag-5145"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/33869","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/comments?post=33869"}],"version-history":[{"count":0,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/33869\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/media?parent=33869"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/categories?post=33869"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/tags?post=33869"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/collection?post=33869"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}