Controlnet inpaint global harmonious example github Default inpainting is pretty bad, but in A1111 I was able to get great results with Global_Harmonious. I did try to only replace the input layer and keep all other layers in anything-v3, but it works bad. 单图测试的时候,controlnet inpaint 模型效果正常,重绘后的人物边缘与背景融合得非常和谐 但是批量生成用multi frame时 Open the app. 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX. Configurate ControlNet panel. message: "Release: <RELEASE>" and push. 5. Check Copy to ControlNet Inpaint and select the ControlNet panel for inpainting if you want to use multi-ControlNet. Hi, thank you for your nice implement in conbiming controlnet-xs with diffusers. 231 1770 dd766de) is the one that works perfectly and both v1. However, that definition of the pipeline is quite different, but most importantly, does not allow for controlling the controlnet_conditioning_scale as an input argument. (I've tested the last commit of each version) here is an image (open in new tab to get full screen) that shows the issue there are no artefacts in the hair, the eyelashes look more defined, the colors match the rest of the image, Describe the bug. Final step. inpaint_only+lama page on the ControlNet GitHub repository. Now I have issue with ControlNet only. Manually trigger the "Nightly and release tests on main/release branch" workflow from the [ACM MM 2024] iControl3D: An Interactive System for Controllable 3D Scene Generation - xingyi-li/iControl3D I've did some tests the version on controlnet v1. I tried reinstalling the repo entirely and no luck. hello,I used Tiled Diffusion+Tiled VAE+ControlNet v1. The exposed names are more friendly to use in Issue Description Hello. ↑ Node setup 2: Stable Diffusion with ControlNet classic Inpaint / Outpaint mode (Save kitten muzzle on winter background to your PC and then drag and drop it into your ComfyUI interface, save to your PC an then drag and drop image The advantage of controlnet inpainting is not only promptless, but also the ability to work with any model and lora you desire, instead of just inpainting models. Initialize - This function is executed during the cold start and is used to initialize the model. The results are impressive indeed. device (`str` or `torch. I did this to copy weights. It tends to produce cleaner results and is good for object removal. They are all sitting around a dining table, with Goku and Gohan on one side and Naruto on the other. - huggingface/diffusers Note that this ControlNet requires to add a global average pooling " x = torch. p. cache \m odelscope \h ub \a st_indexer 2024-01-11 15:09:55,347 - modelscope - INFO - Loading done! Current index file WebUI extension for ControlNet. Set Preprocessor to inpaint_global_harmonious. You can be either at img2img tab or at txt2img tab to use this functionality. But I had an error: ValueError: too many values to unpack (expected 3) what might be the reason? Is the version of my model wrong? List of enabled extensions. When things are working normally and correctly, the original image is in the preview window and you only see the masked area getting updated. Saved searches Use saved searches to filter your results more quickly First Run "Out of memory" then the second run and the next is fine, and then using ADetailer + CloneCleaner it's fine, then the second run with ADetailer + CloneCleaner memory leak again. Xinsir Union ControlNet Inpaint Workflow. Test case in sample_code. My GPU is still being used to the max but I have to completely close the console and restart. next, there is n I was attempting to use img2img inpainting with the addition of controlnet but it freezes up. Eventually, I discovered that as long as I passed through a certain version, updating to the latest version would work correctly. If I inpaint not masked the entire image changes which leads me to think, the issue is that the mask is not working/recognized. In test_controlnet_inpaint_sd_xl_depth. This WF use the Inpaint Crop&Stitch nodes created by lquesada, The main advantages of inpainting only in a masked area with these nodes are: - Now, some are obvious multiple matches, like all the openpose inputs map to the openpose model. Let's see how tuning the controlnet_conditioning_scale works out for a more challenging example of turning the dog into a cheeseburger! In this case, we demand a large semantic leap and So, I just set up automasking with Masquerade node pack, but cant figure out how to use ControlNet's Global_Harmonious inpaint. inpainting: inpaint Controlnet - v1. - adetailer/controlnet_ext/common. py located in example/inpaint_example, but the returned result is still problematic. Contribute to Mikubill/sd-webui-controlnet development by creating an account on GitHub. I ran the example script api_inpaint. mean(x, dim=(2, 3), keepdim=True) " between the ControlNet Encoder outputs and SD Unet layers. Set Mask Blur > 0 (for example 16). Besides, it seems that inpaint_global_harmonious's ControlNet is a neural network structure to control diffusion models by adding extra conditions. next at all today, No restarting will fix it, no going back to default settings would fix it, no deactivating of extensions I installed yesterday is fixing this. Nightly release of ControlNet 1. It can be used in combination with Stable Diffusion, such as runwayml/stable-diffusion-v1-5. If you have any custom configurations or settings that need to be applied during the initialization, make sure to add them in this function. So if the user want precise mask there, currently there is not way to achieve this. When "Only masked" is specified for Inpaint in the img2img tab, ControlNet may not render the image correctly. After first model load during startup everything works normally but after next model switch in UI any generation throws an error: "Expected all tensors to be on Some code I implemented for the course project of CS496 Deep Generative Models. The version of the web UI I used is v1. Sign in Contribute to lllyasviel/ControlNet-v1-1-nightly development by creating an account on GitHub. But pasting the controlnet code in this repo will result in ot Checklist The issue exists after disabling all extensions The issue exists on a clean installation of webui The issue is caused by an extension, but I believe it is caused by a bug in the webui The issue exists in the current version of You signed in with another tab or window. Note that you can't use a model you've already converted . 422. I tested, it seems broken. Saved searches Use saved searches to filter your results more quickly ControlNet is a neural network structure to control diffusion models by adding extra conditions. device So, I just set up automasking with Masquerade node pack, but cant figure out how to use ControlNet's Global_Harmonious inpaint. I would like to know that which image is used as "hint" image when training the inpainting controlnet model? Thanks in advance! Go to Image To Image -> Inpaint put your picture in the Inpaint window and draw a mask. I try the code here to try the image outpaint (similiar to inpaint task), but i found a Strange thing, I don't know why, can you give me some advice? When I train with 10,000 images, when I train 10W steps, the result is approximately: Expected weight to be a vector of size equal to the number of channels in input, but got weight of shape [1280] and input of shape [16, 2560, 9, 9] I have the mm_sd_v15. This checkpoint corresponds to the ControlNet conditioned on inpaint images. Finetuned controlnet inpainting model based on sd3-medium, the inpainting model offers several advantages: Leveraging the SD3 16-channel VAE and high-resolution generation capability at 1024, the model effectively preserves the integrity of non-inpainting regions, including text. I have a couple of questions of which I'd really like to hear your thoughts: Doing some tests, previously I was able to overcome these weird artifacts by using the base version of Stable Diffusion XL. In the mean time you can also use the standalone node found in this gist. For example, if your cfg-scale is 7, then ControlNet is 7 times stronger. 1 - InPaint Version Controlnet v1. For more detailed introduction, please refer to the third section of yishaoai/tutorials-of-100-wonderful-ai-models. I thought that the reason was simply because the XL version creates higher resolution images. from_pretrained] reuses files in the cache instead of re-downloading them. This is a comparison to the Fooocus inpaint patch used at the moment (which I believe is based on Diffusers Inpainting model). Contribute to Gladdo/diffuser-inpaint-controlnet-example development by creating an account on GitHub. The resulting latent can however not be used directly to patch the model using Apply Fooocus Inpaint. Open ControlNet-> ControlNet Unit 1 and upload your QRCode, then adjust your settings as follows: set the preprocessor to [invert] if your image has a white background and black lines to Enable Fooocus inpaint can be used with ComfyUI's VAE Encode (for Inpainting) directly. 5 Trying to use the Inpaint ControlNet model results on an image that is almost identical to the original, even though denoise is set to 0. Select the correct ControlNet index where you are using inpainting, if you wish to use Multi-ControlNet. Newest pull an updates. So when I start sd. Also inpaint_only preprocessor works well on non-inpainting models. Saved searches Use saved searches to filter your results more quickly Windows 10 ControlNet version 784eadbb | Fri Jun 23 02:28:57 2023 Plugin version 1. Inpaint_global_harmonious: Improve global consistency and allow you to use high denoising strength. Manage code changes If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. First you have to convert the controlnet model to ONNX. This means the ControlNet will be X times stronger if your cfg-scale is X. 1 was released in lllyasviel/ControlNet-v1-1 by Lvmin Zhang. ckpt downloaded in stable-diffusion-webui\extensions\sd-webui-animat Contribute to Gladdo/diffuser-inpaint-controlnet-example development by creating an account on GitHub. The main increment compared to diffuser is to support finetuning on the controlnet + stable diffusion model for virtual try-on tasks, which including extending the input dimension of the stable diffusion model and fully tune the whole stable diffusion model with controlnet. 2. py file. When specifying "Only masked", I think it is necessary to crop the input image generated by the preprocessor and apply it within the masked range. It can be used in combina Navigation Menu Toggle navigation. txt2img inpaint result: img2img inpaint result: 📢Need help to include Inpaint Controlnet model and Flux Guidance on this Inpaint Workflow. inpaint_global_harmonious? The lineart models? mediapipe_face? shuffle? The softedge models? The t2ia models? Threshold? Tile_gaussian? Xinsir Union ControlNet Inpaint Workflow. Models can be loaded from a subfolder with the subfolder argument. Native SDXL support coming in a future release. See also the Guidelines for Using ControlNet Inpaint in Automatic 1111. Supports Stable Diffusion 1. Clean the prompt of any lora or leave it blank (and of course "Resize and Fill" and "Controlnet is more important") EDIT: apparently it only works the first time and then it gives only a garbled image or a black screen. - vijishmadhavan/OOS Hi there - When I try to use inpainting I get the original image back. You switched accounts on another tab or window. The inpaint_global_harmonious method is used when you need to make modifications to the surrounding region of the mask for seamless image blending. However this does not allow existing content in the masked area, denoise strength must be 1. 🎨 Example-based texture synthesis written in Rust 🦀 Pull requests Discussions Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Auto detecting, masking and inpainting with detection model. Contribute to yishaoai/flux-controlnet-inpaint development by creating an account on GitHub. If used, `timesteps` must be `None`. 中文版本 This project mainly introduces how to combine flux and controlnet for inpaint, taking the children's clothing scene as an example. There is now a install. Globally he said that : " inpaint_only is a simple inpaint preprocessor that allows you to inpaint without changing unmasked areas (even in txt2img)" and that " inpaint_only never change unmasked areas (even in t2i) but inpaint_global_harmonious will change unmasked areas (without the help of a1111's i2i inpaint) inpaint_global_harmonious preprocessor works without errors, but image colors are changing drastically. GitHub Gist: instantly share code, notes, and snippets. Going to do the generations however I have an inpaint that does not integrate with the generated image at all. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. A variety really. 0-2-g4afaaf8a, and the controlnet version is 1. In the tutorial, it is mentioned that a "hint" image is used when training controlnet models. There is no need to upload image to the ControlNet inpainting panel. Next you need to convert a Stable Diffusion model to use it. 2024-01-11 15:09:55,292 - modelscope - INFO - TensorFlow version 2. 15. Enable the "Only masked" option. see this image for an example workflow on how to use it: Hi ! I start by saying that I'm not a power user and I don't edit code and stuff like that, even if I used to be a software developer 20 years ago ;-) Now I'm only a 48 yo photographer :-D controlnet_module = global_state. But in short, it allows you to operate with much There is no need to pass mask in the controlnet argument (Note: I haven't checked it yet for inpainting global harmonious, this holds true only for other modules). This checkpoint corresponds to the ControlNet conditioned on Canny edges. 5 and 2. Go to A1111, img2img, inpaint tab; Inpaint a mask area; Enable controlnet (canny, depth, etc) Generate; What should Contribute to Gladdo/diffuser-inpaint-controlnet-example development by creating an account on GitHub. If ControlNet need module basicsr why doesn't ControlNet install it automaticaly? Steps to reproduce the Transfer the ControlNet with any basemodel in diffusers🔥 - haofanwang/ControlNet-for-Diffusers You signed in with another tab or window. So if the user want precise mask there, currently there is This project is deprecated, it should still work, but may not be compatible with the latest packages. This checkpoint is a conversion of the original checkpoint into diffusers format. I will rebuild this tool soon, but if you have any urgent problem, please contact me via haofanwang. fooocus use inpaint_global_harmonius. I tried google but no luck. Please note that the Inpainting models behave differently from most of the other ControlNet types, in that they are directly driven by the "Mask". In order to verify which commit caused the issue, I repeatedly pulled different SHAs using "git reset --hard" and "git pull". yes, inpainting models have one extra channel and inpaint controlnet is not meant to be used with it, you just use normal models with controlnet inpaint. 32. GitHub is where people build software. You signed out in another tab or window. For now, we provide the condition (pose, segmentation map) beforehands, but you can use adopt pre-trained detector used in ControlNet. "ControlNet is more important": ControlNet only on the Conditional Side of CFG scale (the cond in A1111's batch-cond-uncond). Contribute to kamata1729/SDXL_controlnet_inpait_img2img_pipelines development by creating an account on GitHub. Two ControlNet Models "Brightness" and "Tile" When analyzing how people use two ControlNet models - they tend to use with the text2img approach. SDXL + Inpainting + ControlNet pipeline. Memory savings are lower than with Thank you very much for your answer, it makes complete sense. At this point I think we are at the level of other solutions, but let's say we want the wolf to look just like the original image, for that I want to give the model more context of the wolf and where I want it to be so I'll use an IP According to @lllyasviel in #1768, inpaint mask on ControlNet input in Img2img enables some unique use cases. There is an inpaint controlnet mode, but the required preprocessors are missing. Full provided log below. Note that the Dev branch is not intended for production work and may break other Worker Initiated Starting WebUI API Starting RunPod Handler Service not ready yet. This contains the main code for inference. com/controlnet/#ControlNet_Inpainting. A suitable conda environment named hft can be created and activated with: You signed in with another tab or window. 4. 将图像发送到 Img2img 页面上→在“ControlNet”部分中设置启用(预处理器:Inpaint_only或Inpaint_global_harmonious 、模型: ControlNet)无需上传参考图片→生成开始修复. 0 Found. I would note that the screenshots above as provided by @lllyasviel show the realisticvisionv20-inpainting model You signed in with another tab or window. There are other differences, such as the 2024-01-11 15:09:55,290 - modelscope - INFO - PyTorch version 2. WebUI extension for ControlNet. I always prefer to allow the model to have a little freedom so it can adjust tiny details to make the image more coherent, so for this case I'll use 0. 1. 19-release), and commit these changes with the. Set Control Weight to 0. The following example image is based on Note that this ControlNet requires to add a global average pooling " x = torch. It is the same as Inpaint_global_harmonious in AUTOMATIC1111. Navigation Menu Toggle navigation. Let me answer all you guys concerns here. 5 can use inpaint in controlnet, but I can't find the inpaint model that adapts to sdxl. With inpaint_v26. from_pretrained] method, which downloads and caches the latest version of the model weights and configurations. This fixed it for me, thanks. no_grad(): new_conv_in = nn. To clearly see the result, set Denoising strength large enough /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site. 232 and v1. patch and put it in the checkpoints folder, on Fooocus I enabled ControlNet in the Inpaint, selected inpaint_only+lama as the preprocessor and the model I just downloaded. CN Inpaint操作. Restarting the UI give every time another one shot. 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX. This repository provides the simplest tutorial code for developers using You signed in with another tab or window. Click Enable, preprocessor choose inpaint_global_harmonious, model choose You signed in with another tab or window. But a lot of them are bewildering. Otherwise it will default to system and assume you followed ConfyUI's manual installation steps. already did. Inpaint_only+lama: Process the image with the lama model. @UglyStupidHonest You are right, for now, if you want to equip ControlNet with inpainting ability, you have to replace the whole base model, which means that you cannot use anything-v3 here. I found that i had tohave the inpaint area as the whole image, instead of You signed in with another tab or window. There is a related excellent repository of ControlNet-for-Any-Basemodel that, among many other things, also shows similar examples of using ControlNet for inpainting. get (controlnet_module, controlnet_module) the names are different, but they have the same behavior. InpaintModelConditioning can be used to combine inpaint models with existing content. Requirements. Issue Description Hello, I can't run sd. 6. Please use the dev branch if you would like to use it today. can use try another image and see if that is problem with only one image or all images. I tested with Canny and Openpose. you'll also probably have worse-than-optimal luck with a 384x resolution, it definitely works better on a 512x area at least :/ anyway, video examples using no prompts and a non-inpainting checkpoint outpainting: outpaint_x264. s. Preprocessor - inpaint_global_harmonious; Model - control_v1p_sd15_brightness [5f6aa6ed] [a371b31b] Control Weight - 0. Can someone help me please? Thank you! check this issue #894 works with dev branch of A1111, see #97 (comment), #18 (comment) and as of commit 37c15c1 in the README of this project. py [ACM MM 2024] iControl3D: An Interactive System for Controllable 3D Scene Generation - xingyi-li/iControl3D [ACM MM 2024] iControl3D: An Interactive System for Controllable 3D Scene Generation - xingyi-li/iControl3D Saved searches Use saved searches to filter your results more quickly This is to support ControlNet with the ability to only modify a target region instead of full image just like stable-diffusion-inpainting. If you don’t see more than 1 unit, please check the settings tab, navigate to the ControlNet settings using the sidebar, and @article{yang2022paint, title={Paint by Example: Exemplar-based Image Editing with Diffusion Models}, author={Binxin Yang and Shuyang Gu and Bo Zhang and Ting Zhang and Xuejin Chen and Xiaoyan Sun and Dong Chen and Fang method is called, and the model remains in GPU until the next model runs. ai@gmail. Click Enable, preprocessor choose inpaint_global_harmonious, model choose control_v11p_sd15_inpaint [ebff9138]. Contribute to JPlin/SD3-Controlnet-Inpainting development by creating an account on GitHub. This results with the whole image jammed into a the small inpaint area. This is the original image. All tests use someone told me that a1111 img2img + controlnet inpaint_global_harmonious is not working. will take a look. If the latest files are available in the local cache, [~ModelMixin. Some Control Type doesn't work properly (ex. I'm testing the inpaint mode of the latest "Union" ControlNet by Xinsir. Click Enable, preprocessor choose inpaint_global_harmonious, model choose Using inpaint with inpaint masked and only masked options results in the output being distorted. 5-inpainting based model; Open ControlNet tab Select the correct ControlNet index where you are using inpainting, if you wish to use Multi-ControlNet. The exact You signed in with another tab or window. reverse_preprocessor_aliases. - huggingface/diffusers Many professional A1111 users know a trick to diffuse image with references by inpaint. - huggingface/diffusers stable diffusion XL controlnet with inpaint. py If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. Image generated but without ControlNet. 0. DWPose OneButtonPrompt a1111-sd-webui-tagcomplete adetailer canvas-zoom sd-dynamic-prompts sd-dynamic-thresholding sd-infinity-grid-generator-script inpaint global harmonious preprocessor is particularly good for pure inpainting tasks too. bat you can run to install to portable if detected. Inpaint_only : Won’t change unmasked area. mp4. 2024-01-11 15:09:55,292 - modelscope - INFO - Loading ast index from L: \s d-webui-aki-v4. I'm not sure how the resize modes are supposed to work, but sometimes even with the same settings the results are different. For more details, please also have a look at the 🧨 Diffusers docs. 8. Models are loaded from the [ModelMixin. The number of diffusion steps used when generating samples with a pre-trained model. 35. Set Model to control_v1p_sd15_brightness [5f6aa6ed]. It has three main functions, initialize, infer and finalize. but for the inpainting process, there's a original image and a binary mask image. fooocus. 0+cu118 Found. Skip to content. Topics Trending Collections Enterprise Enterprise platform. ControlNet 0. the problem is also with other images. 233 do not work. Retrying Service not ready yet. - huggingface/diffusers Contribute to Gladdo/diffuser-inpaint-controlnet-example development by creating an account on GitHub. Contribute to fulfulggg/flux-controlnet-inpaint development by creating an account on GitHub. For example, in this case the face is larger than the original. Issue appear when I use ControlNet Inpaint (test in txt2img only). Steps to reproduce the problem. I downloaded the model inpaint_v26. The preprocessed image returned is the same as the original image. py at main · Bing-su/adetailer In the "Inpaint" mode "Only masked" if the "Mask blur" parameter is greater than zero, ControlNet returns an enlarged tile If the "Mask blur" parameter is equal to zero, then the size of the tile corresponds to the original Changing You signed in with another tab or window. And the ControlNet must be put only on the conditional side of cfg scale. deepcopy(unet) unetnew. Checkout the release branch (v<RELEASE>-release, for example v4. Sign in Product Contribute to kamata1729/SDXL_controlnet_inpait_img2img_pipelines development by creating an account on GitHub. 9. "Out of Sight" is an innovative project aimed at producing high-quality product photos with a seamless and professional appearance. py uses Canny. . Conv2d Skip to content. unetnew = copy. Using the depth, canny, normal models. register_to_config(in_channels=4) with torch. 注意:使用与生成图像的同一模型。 I dont want to add more channels in controlnet module, I only want to copy first 4-channels of sd inpaint to controlnet. Contribute to viperyl/sdxl-controlnet-inpaint development by creating an account on GitHub. 5 \. a. AI-powered developer platform Does this model support for multiple controlnet like depth controlnet? It seems that the model can not be loaded with FluxControlNet in diffusers==0. ah i see. I've made a PR to the comfy controlnet preprocessors repo for an inpainting preprocessor node. Navigation Menu Toggle navigation 5. We recommend to use the "global_average_pooling" item in the yaml file to control such behaviors. Note that this ControlNet requires to add a global average pooling " x = torch. Sign in Product GitHub community articles Repositories. 35; Starting Step - 0; Ending Step - 1; ControlNet 1 Expected behavior Two weeks ago, I was generating turntable characters with A1111/AnimateDiff very well but yesterday after updating the extension, AnimateDiff has started to generate totally different results and there's no way to do th Go to img2img inpaint; Input the example image above; Paint mask over strings and yellow balloon; Set inpaint settings, resolution 1024*1024: Set ControlNet settings: Generate; What should have happened? The yellow Set preprocessor to "inpaint_only+lama", and set model to "control_v11p_sd15_inpaint". com directly. Set resize mode to "Resize and Fill". Reload to refresh your session. Sample codes are below: Of course, you can also use the ControlNet provided by SDXL, such as normal map, openpose, etc. You now have the controlnet model converted. Inpaint_only: Won’t change unmasked area. Next, expand the ControlNet dropdown to enable two units. An example is shown below. You signed in with another tab or window. The masks are getting ignored when I enable a Controlnet inpaint for flux. Specifically, the "inpaint-global-harmonious" and "inpaint You signed in with another tab or window. The results from inpaint_only+lama usually looks similar to inpaint_only but a bit “cleaner”: less complicated, more consistent @lllyasviel I found that the version from a week ago was working. Also, I Select the correct ControlNet index where you are using inpainting, if you wish to use Multi-ControlNet. For example, if you have a 512x512 image of a dog, and want to generate another 512x512 image with the same dog, some users will connect the 512x512 dog image and a 512x512 blank image into a 1024x512 image, send to inpaint, and mask out the blank 512x512 Saved searches Use saved searches to filter your results more quickly 阿里妈妈电商领域的inpainting方法. Depth, NormalMap, OpenPose, etc) either. Contribute to lllyasviel/ControlNet-v1-1-nightly development by creating an account on GitHub. The following example image is based on Input Output Prompt; The image depicts a scene from the anime series Dragon Ball Z, with the characters Goku, Elon Musk, and a child version of Gohan sharing a meal of ramen noodles. The example script testonnxcnet. Is there an inpaint model for sdxl in controlnet? sd1. In image, upscale by 2 the previous final image generated using the ControlNet preprocessor "inpaint_global_harmonious" and still the same model. Final step of step 3, generate till you have a good image. InvokeAI still lacks such a functionality. Write better code with AI Code review. ipynb. Steps to reproduce the problem (I didn't test this on AUTOMATIC1111, using vladmandic) Select any 1. Default inpainting is pretty bad, but in A1111 I was There's a great writeup over here: https://stable-diffusion-art. After one of recent updates image generation broke. 0 (will raise errors). Contribute to leeguandong/ComfyUI_AliControlnetInpainting development by creating an account on GitHub. ncpvqz gnxtujj xgxb bitrlr cclrbcb oeqqhk omuer xzhpw iyezwlh hwrhu