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| <h2><a href=https://civitai.com/models/257904 target="_blank" id="model_header">ADetailer foot_yolov8x.pt</a></h2> | |
| <h3 class="model-uploader">Uploaded by <a href="https://civitai.com/user/Monet_Einsley" target="_blank">Monet_Einsley</a><div class="avatar"><img src=https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/21c78744-5a14-4c2b-b7a5-c9901ba4bc36/width=96/Monet_Einsley.jpeg></div></h3> | |
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| <dt>Version</dt> | |
| <dd>v2.0</dd> | |
| <dt>Base Model</dt> | |
| <dd>Other</dd> | |
| <dt>Published</dt> | |
| <dd>2024-02-13</dd> | |
| <dt>Availability</dt> | |
| <dd>Public</dd> | |
| <dt>CivitAI Tags</dt> | |
| <dd> | |
| <div class="civitai-tags-container"> | |
| <span class="civitai-tag">character</span><span class="civitai-tag">foot</span><span class="civitai-tag">detection</span><span class="civitai-tag">adetailer</span><span class="civitai-tag">yolov8</span> | |
| </div> | |
| </dd> | |
| <dt>Download Link</dt> | |
| <dd><a href=https://civitai.com/api/download/models/341846 target="_blank">https://civitai.com/api/download/models/341846</a></dd> | |
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| <p style="line-height: 2; font-weight: bold;"><span style="display:inline-block;vertical-align:middle;"><svg width="15" height="15" viewBox="0 1.5 24 24" stroke-width="4" stroke-linecap="round" stroke="lime"><path d="M5 12l5 5l10 -10"></path></svg></span> Use the model without crediting the creator<br/><span style="display:inline-block;vertical-align:middle;"><svg width="15" height="15" viewBox="0 1.5 24 24" stroke-width="4" stroke-linecap="round" stroke="lime"><path d="M5 12l5 5l10 -10"></path></svg></span> Sell images they generate<br/><span style="display:inline-block;vertical-align:middle;"><svg width="15" height="15" viewBox="0 1.5 24 24" stroke-width="4" stroke-linecap="round" stroke="lime"><path d="M5 12l5 5l10 -10"></path></svg></span> Run on services that generate images for money<br/><span style="display:inline-block;vertical-align:middle;"><svg width="15" height="15" viewBox="0 1.5 24 24" stroke-width="4" stroke-linecap="round" stroke="lime"><path d="M5 12l5 5l10 -10"></path></svg></span> Run on Civitai<br/><span style="display:inline-block;vertical-align:middle;"><svg width="15" height="15" viewBox="0 1.5 24 24" stroke-width="4" stroke-linecap="round" stroke="lime"><path d="M5 12l5 5l10 -10"></path></svg></span> Share merges using this model<br/><span style="display:inline-block;vertical-align:middle;"><svg width="15" height="15" viewBox="0 1.5 24 24" stroke-width="4" stroke-linecap="round" stroke="red"><path d="M18 6l-12 12"></path><path d="M6 6l12 12"></path></svg></span> Sell this model or merges using this model<br/><span style="display:inline-block;vertical-align:middle;"><svg width="15" height="15" viewBox="0 1.5 24 24" stroke-width="4" stroke-linecap="round" stroke="lime"><path d="M5 12l5 5l10 -10"></path></svg></span> Have different permissions when sharing merges</p> | |
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| <h2>Description</h2> | |
| <p>Thanks to sp00ns' guide:<br /><a target="_blank" rel="ugc" href="https://civitai.com/articles/1224/training-a-custom-adetailer-model">Training a Custom Adetailer Model | Civitai</a><br />I created a custom foot model using yolov8x.</p><p>The foot model that sp00ns provided was helpful, but I wanted to see about making my own.</p><h3 id="comfyui-workflow:-fg7neilgv"><strong>ComfyUI Workflow:</strong></h3><p><img style="max-width: -webkit-fill-available;" src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/258482f6-1cf3-4305-9502-25f1e3f270fe/width=525/258482f6-1cf3-4305-9502-25f1e3f270fe.jpeg" />I know a lot of you use ComfyUI, and have issues getting the model to work. So, just for you, I have reinstalled ComfyUI, and have come up with a rudimentary workflow for not only the ver.2.0 foot model, but also for hands and face. Feel free to deal with the settings as you please to get good results. Simply drag the <strong>pinned image below</strong> that resembles what you see above to your ComfyUI window to replicate the exact parameters that was used to generate said image. (I'll also post a pinned version of this image to the model page for v.2.0)</p><p>versions 1.0 and 2.0 are BBOX models, thus be sure to place them under the ~\ComfyUI\models\ultralytics\bbox folder. Working with the SAM model means that it effectively works as a SEG model--at least that's what I think is going on. Also, be sure to install the FaceDetailer pack as well as the UltralyticsDetectorProvider node to get this to work.</p><p>Good hunting~</p><p></p><h3 id="version-1.0:-5buhf3v42"><strong>Version 1.0:</strong></h3><p>I'd tried using AutoDistiller and Grounded SAM to automatically label each of the 1000 images, but it partially failed, in that it also registered hands as feet. (Also I hate Colab, as I can't get work done there without it ending the job prematurely)<br />Therefore, I painstakingly labeled each and every image using RectLabel on my Mac, then spent about 8 hours training the YOLO model on my PC.</p><p></p><p>Though I'd planned for 500 epochs, it ended early and determined that the best was at the 93rd epoch.</p><p></p><p>I included a lot of my own generated images, as well as some stock images; anime, 3D models, and realistic images; male and female, varying skin tones, and various footwear configurations as well as barefoot images. That being said, there are some things it still cannot handle well, such as unconventional poses (like images rotated by 90 degrees), and images where the foot is the subject of composition. My guess is because the vast majority of the training images were of that with the feet taking up a small percentage of the canvas, not enough training was dedicated for closeups of feet. On the other hand, my intent was to use this model to refine feet that would otherwise be neglected, such as in the case of full body shots where the feet take up a tiny fraction of the canvas space.</p><p></p><p>In short, this version is very good at dealing with feet for standing poses especially in full body shots. But it can struggle with feet outside of that range.</p><p></p><h3 id="version-2.0:-86v6awr0c"><strong>Version 2.0:</strong></h3><p>I noticed that I mislabeled my training/validation folders for version 1, so my training folder was actually my validation folder and vice-versa. I went ahead and renamed them, however simply doing so and assuming that it would take no more than 100 epochs like version 1 led to some other issues--it started detecting whole bodies as feet. So that was 3 hours down the drain. I set the epochs for 200, migrated a lot of the old validations images into the training folder, and added around 160 new images (using RectLabel to painstakingly label each and every image manually.) This time, after 12 hours, it determined that epoch 148 was the best version, so that is what this is.</p><p>From what I've tested, it can detect feet in various configurations far better than v1.0 with few issues; it can detect soles; it can detect feet rotated by 90 degrees; and it can mostly detect feet in unconventional poses--depending on the pose.</p><p>A few issues I've noticed, however, is that it sometimes detects hands/knees/other objects as feet, albeit at a lower confidence level than actual feet. If you see this occurring, I'd recommend increasing the<strong> Detection model confidence threshold </strong>in the Adetailer Detection settings to at least 0.5.</p><p>For images of feet that takes up a great majority of the canvas, sometimes it detects them, sometimes it partially detects them, and sometimes it detects one but not the other. Arguably, this model wasn't designed for such images, even though such images were included in the training dataset, because what this model does is crops the total canvas to focus on its target; feet, in order to dedicate a lot of image generation to refine/modify said feet. If feet are already the focus of the image, taking up 50% or more of the total canvas, then this model effectively serves little in the way of refining the target. One can still use it for that purpose if they so please, but it might lead to more problems than solutions, depending on how you use it.</p><p></p><h3 id="installation:-9c3lk5vfq"><strong>Installation:</strong></h3><p>Simply move the file into the ~\stable-diffusion-webui\models\adetailer folder and restart the webui. <s>Should</s> <strong>It definitely</strong> also works on ComfyUI; <s>but I haven't tested it there</s> <strong>I have tested it, and there is a workflow, see above image.</strong> Of course, you'll need the ADetailer extension for Automatic 1111, or <s>its equivalent</s><strong> FaceDetailer AND UltralyticsDetectorProvide</strong>r on ComfyUI for any of this to work.</p><p></p><p><strong>Tip: </strong>You can increase the ADetailer model count in Automatic 1111 by going to: Settings>ADetailer>Max models.</p><p></p><p><strong>Note:</strong> Civitai doesn't seem to have a category for ADetailer stuff, so I'm setting it as a checkpoint--even though it's not. The settings on pruned or full and precision stuff I just set to whatever.</p><p>Also to note, these days stable diffusion seems to be good at doing feet at least in portrait aspect ratios, so I had a hard time coming up with a good use case for portrait. So I instead used the model to paint Tharja's toenails in the example. But, this model will be especially good for landscape aspect ratios similar to what I do normally, as the feet tend to be quite low quality there.</p> | |
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| <div style="margin:1em 0em 1em 1em;text-align:left;line-height:1.5em;" id="image_info"><dl style="gap:10px; display:grid;"><div class="civitai-meta-btn" onclick="metaToTxt2Img('Prompt', this)"><dt>Prompt</dt><dd>(high resolution photograph, best quality, masterpiece, highest quality, HDR, 8k:1.4) | |
| BREAK (full body shot of Sadayo Kawakami, standing up in an apartment living room, yukata, traditional Japanese clothes:1.4) | |
| BREAK (green eyes, lip gloss, gorgeous smile, blushing:1.3) <lora:skp5-guy-v2:1> | |
| BREAK (living room with a window, cityscape:1.2)</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Negative prompt', this)"><dt>Negative prompt</dt><dd>(worst quality, bad quality, bad anatomy, 6finger, 6toes:1.4) bad_prompt_version2-neg badhandv4 EasyNegative NegfeetV2 ng_deepnegative_v1_75t</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Seed', this)"><dt>Seed</dt><dd>2207451983</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Size', this)"><dt>Size</dt><dd>768x432</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Model', this)"><dt>Model</dt><dd>Noisy_Element</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Sampler', this)"><dt>Sampler</dt><dd>LCM</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Steps', this)"><dt>Steps</dt><dd>8</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('CFG scale', this)"><dt>CFG scale</dt><dd>1.5</dd></div> | |
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| <div class="civitai-meta"><dt>8k</dt><dd>1.4)\nBREAK (hand focus, yukata, traditional Japanese clothes, inside an apartment, pink fingernails</dd></div><div class="civitai-meta"><dt>Hashes</dt><dd>{'model': '3e87df8658'}</dd></div><div class="civitai-meta"><dt>Clipskip</dt><dd>2</dd></div><div class="civitai-meta"><dt>Resources</dt><dd>[{'hash': '3e87df8658', 'name': 'Noisy_Element', 'type': 'model'}]</dd></div><div class="civitai-meta"><dt>Model hash</dt><dd>3e87df8658</dd></div><div class="civitai-meta"><dt>Nail polish</dt><dd>1.4)"</dd></div><div class="civitai-meta"><dt>Adetailer model</dt><dd>person_yolov8m-seg.pt</dd></div><div class="civitai-meta"><dt>Adetailer steps</dt><dd>20</dd></div><div class="civitai-meta"><dt>Denoising strength</dt><dd>0.4</dd></div><div class="civitai-meta"><dt>Adetailer mask blur</dt><dd>8</dd></div><div class="civitai-meta"><dt>Adetailer model 2nd</dt><dd>hand_yolov8s.pt</dd></div><div class="civitai-meta"><dt>Adetailer model 3rd</dt><dd>face_yolov8m.pt</dd></div><div class="civitai-meta"><dt>Adetailer steps 2nd</dt><dd>20</dd></div><div class="civitai-meta"><dt>Adetailer confidence</dt><dd>0.3</dd></div><div class="civitai-meta"><dt>Adetailer prompt 2nd</dt><dd>"(high resolution photograph, best quality, masterpiece, highest quality, HDR</dd></div><div class="civitai-meta"><dt>Adetailer prompt 3rd</dt><dd>"(high resolution photograph, best quality, masterpiece, highest quality, HDR</dd></div><div class="civitai-meta"><dt>Adetailer dilate erode</dt><dd>5</dd></div><div class="civitai-meta"><dt>Adetailer inpaint width</dt><dd>864</dd></div><div class="civitai-meta"><dt>Adetailer mask blur 2nd</dt><dd>4</dd></div><div class="civitai-meta"><dt>Adetailer confidence 2nd</dt><dd>0.42</dd></div><div class="civitai-meta"><dt>Adetailer inpaint height</dt><dd>1536</dd></div><div class="civitai-meta"><dt>Adetailer inpaint padding</dt><dd>20</dd></div><div class="civitai-meta"><dt>Adetailer controlnet model</dt><dd>control_v11p_sd15_inpaint [ebff9138]</dd></div><div class="civitai-meta"><dt>Adetailer dilate erode 2nd</dt><dd>4</dd></div><div class="civitai-meta"><dt>Adetailer controlnet module</dt><dd>inpaint_global_harmonious</dd></div><div class="civitai-meta"><dt>Adetailer inpaint width 2nd</dt><dd>1024</dd></div><div class="civitai-meta"><dt>Adetailer denoising strength</dt><dd>0.4</dd></div><div class="civitai-meta"><dt>Adetailer inpaint height 2nd</dt><dd>1024</dd></div><div class="civitai-meta"><dt>Adetailer use separate steps</dt><dd>True</dd></div><div class="civitai-meta"><dt>Adetailer inpaint only masked</dt><dd>True</dd></div><div class="civitai-meta"><dt>Adetailer inpaint padding 2nd</dt><dd>100</dd></div><div class="civitai-meta"><dt>Adetailer denoising strength 2nd</dt><dd>0.4</dd></div><div class="civitai-meta"><dt>Adetailer use separate steps 2nd</dt><dd>True</dd></div><div class="civitai-meta"><dt>Adetailer inpaint only masked 2nd</dt><dd>True</dd></div><div class="civitai-meta"><dt>Adetailer use inpaint width height</dt><dd>True</dd></div><div class="civitai-meta"><dt>Adetailer use inpaint width height 2nd</dt><dd>True</dd></div></div></div></div></dl></div></div> | |
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| <div style="margin:1em 0em 1em 1em;text-align:left;line-height:1.5em;" id="image_info"><dl style="gap:10px; display:grid;"><div class="civitai-meta-btn" onclick="metaToTxt2Img('Prompt', this)"><dt>Prompt</dt><dd>(masterpiece, best quality, ultra-detailed, illustration, painting, poster illustration:1.4) | |
| (full body shot:1.3) of a High Quality Victorian Era cute girl | |
| BREAK | |
| (white dress with very short skirt:1.4), (sitting on a large towel at the beach, sand, legs spread:1.2), | |
| (very large breasts), (cleavage), (smiling:1.3), (planes flying, boats in the water, aircraft, fighter jets:1.2)</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Negative prompt', this)"><dt>Negative prompt</dt><dd>(worst quality, bad quality, bad anatomy, 6finger, 6toes:1.4) bad_prompt_version2-neg badhandv4 EasyNegative NegfeetV2 ng_deepnegative_v1_75t</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Seed', this)"><dt>Seed</dt><dd>1039108957</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Size', this)"><dt>Size</dt><dd>128x128</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Model', this)"><dt>Model</dt><dd>Noisy_Element</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Sampler', this)"><dt>Sampler</dt><dd>Euler</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Steps', this)"><dt>Steps</dt><dd>1</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('CFG scale', this)"><dt>CFG scale</dt><dd>1.5</dd></div> | |
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| <div class="civitai-meta"><dt>8k</dt><dd>1.4)\nBREAK (light brown hair, brown eyes</dd></div><div class="civitai-meta"><dt>Hashes</dt><dd>{'model': '3e87df8658'}</dd></div><div class="civitai-meta"><dt>Clipskip</dt><dd>2</dd></div><div class="civitai-meta"><dt>Resources</dt><dd>[{'hash': '3e87df8658', 'name': 'Noisy_Element', 'type': 'model'}]</dd></div><div class="civitai-meta"><dt>Model hash</dt><dd>3e87df8658</dd></div><div class="civitai-meta"><dt>Gorgeous smile</dt><dd>1.4)\nBREAK (wearing a sleeveless lace dress, necklace</dd></div><div class="civitai-meta"><dt>Adetailer model</dt><dd>face_yolov8m.pt</dd></div><div class="civitai-meta"><dt>Adetailer steps</dt><dd>20</dd></div><div class="civitai-meta"><dt>Adetailer prompt</dt><dd>"(high resolution photograph, best quality, masterpiece, highest quality, HDR</dd></div><div class="civitai-meta"><dt>Denoising strength</dt><dd>0.4</dd></div><div class="civitai-meta"><dt>Adetailer mask blur</dt><dd>4</dd></div><div class="civitai-meta"><dt>Adetailer model 2nd</dt><dd>foot_yolov8x_v2.pt</dd></div><div class="civitai-meta"><dt>Adetailer confidence</dt><dd>0.3</dd></div><div class="civitai-meta"><dt>Adetailer prompt 2nd</dt><dd>"(high resolution photograph, best quality, masterpiece, highest quality, HDR</dd></div><div class="civitai-meta"><dt>Adetailer dilate erode</dt><dd>20</dd></div><div class="civitai-meta"><dt>Adetailer inpaint width</dt><dd>1024</dd></div><div class="civitai-meta"><dt>Adetailer inpaint height</dt><dd>1024</dd></div><div class="civitai-meta"><dt>Adetailer inpaint padding</dt><dd>32</dd></div><div class="civitai-meta"><dt>Adetailer denoising strength</dt><dd>0.4</dd></div><div class="civitai-meta"><dt>Adetailer use separate steps</dt><dd>True</dd></div><div class="civitai-meta"><dt>Adetailer inpaint only masked</dt><dd>True</dd></div><div class="civitai-meta"><dt>Adetailer use inpaint width height</dt><dd>True</dd></div><div class="civitai-meta"><dt>Bonnet with flowers and a blue ribbon</dt><dd>1.3)"</dd></div></div></div></div></dl></div></div> | |
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| <div style="margin:1em 0em 1em 1em;text-align:left;line-height:1.5em;" id="image_info"><dl style="gap:10px; display:grid;"><div class="civitai-meta-btn" onclick="metaToTxt2Img('Prompt', this)"><dt>Prompt</dt><dd>(masterpiece, best quality, ultra-detailed, illustration, painting, poster illustration:1.4) | |
| BREAK (very long shot, full body, 1girl, standing up on one leg, hands on hips [dynamic pose:1], beach:1.4) | |
| BREAK (wearing a gold bikini, lace, barefoot:1.4) | |
| BREAK (clouds, islands on the horizon, crashing waves:1.4) | |
| <lora:TharjaV4:1> tharjav4, Tharja \(Fire Emblem Awakening\), (black hair, black eyes, blunt bangs, long hair, two side up, shadow over eyes:1.23)</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Negative prompt', this)"><dt>Negative prompt</dt><dd>(worst quality, bad quality, bad anatomy, 6finger, 6toes:1.4) bad_prompt_version2-neg badhandv4 EasyNegative NegfeetV2 ng_deepnegative_v1_75t</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Seed', this)"><dt>Seed</dt><dd>1039108957</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Size', this)"><dt>Size</dt><dd>1024x1024</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Model', this)"><dt>Model</dt><dd>Noisy_Element</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Sampler', this)"><dt>Sampler</dt><dd>LCM</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('Steps', this)"><dt>Steps</dt><dd>11</dd></div><div class="civitai-meta-btn" onclick="metaToTxt2Img('CFG scale', this)"><dt>CFG scale</dt><dd>1.5</dd></div> | |
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| <div class="civitai-meta"><dt>></dt><dd>D</dd></div><div class="civitai-meta"><dt>8k</dt><dd>1.4)\nBREAK (foot focus, highly detailed toes, sand</dd></div><div class="civitai-meta"><dt>Beach</dt><dd>1.4)\nBREAK (wearing a gold bikini</dd></div><div class="civitai-meta"><dt>Hashes</dt><dd>{'model': '3e87df8658'}</dd></div><div class="civitai-meta"><dt>Tharjav4</dt><dd>1> tharjav4, Tharja \\(Fire Emblem Awakening\\), (black hair, black eyes, blunt bangs, long hair, two side up</dd></div><div class="civitai-meta"><dt>Clipskip</dt><dd>2</dd></div><div class="civitai-meta"><dt>Resources</dt><dd>[{'name': 'TharjaV4', 'type': 'lora', 'weight': 1}, {'hash': '3e87df8658', 'name': 'Noisy_Element', 'type': 'model'}]</dd></div><div class="civitai-meta"><dt>Model hash</dt><dd>3e87df8658</dd></div><div class="civitai-meta"><dt>Dynamic pose</dt><dd>1]</dd></div><div class="civitai-meta"><dt>Adetailer model</dt><dd>face_yolov8m.pt</dd></div><div class="civitai-meta"><dt>Adetailer steps</dt><dd>20</dd></div><div class="civitai-meta"><dt>Adetailer prompt</dt><dd>"(masterpiece, best quality, ultra-detailed, illustration, painting</dd></div><div class="civitai-meta"><dt>Shadow over eyes</dt><dd>1.23)\nBREAK (sinister smile</dd></div><div class="civitai-meta"><dt>V-shaped eyebrows</dt><dd>1.4)"</dd></div><div class="civitai-meta"><dt>Denoising strength</dt><dd>0.7</dd></div><div class="civitai-meta"><dt>Adetailer mask blur</dt><dd>4</dd></div><div class="civitai-meta"><dt>Adetailer model 2nd</dt><dd>foot_yolov8x_v2.pt</dd></div><div class="civitai-meta"><dt>Poster illustration</dt><dd>1.4)\nBREAK (very long shot, full body, 1girl, standing up [on one leg</dd></div><div class="civitai-meta"><dt>Adetailer confidence</dt><dd>0.3</dd></div><div class="civitai-meta"><dt>Adetailer prompt 2nd</dt><dd>"(high resolution photograph, best quality, masterpiece, highest quality, HDR</dd></div><div class="civitai-meta"><dt>Adetailer dilate erode</dt><dd>20</dd></div><div class="civitai-meta"><dt>Adetailer inpaint width</dt><dd>1024</dd></div><div class="civitai-meta"><dt>Adetailer inpaint height</dt><dd>1024</dd></div><div class="civitai-meta"><dt>Adetailer inpaint padding</dt><dd>32</dd></div><div class="civitai-meta"><dt>Adetailer denoising strength</dt><dd>0.4</dd></div><div class="civitai-meta"><dt>Adetailer use separate steps</dt><dd>True</dd></div><div class="civitai-meta"><dt>Adetailer inpaint only masked</dt><dd>True</dd></div><div class="civitai-meta"><dt>Adetailer use inpaint width height</dt><dd>True</dd></div></div></div></div></dl></div></div></div></div> | |