Comfyui depth map

Comfyui depth map. It is now on par with the fastest text-to-image generation pipelines and produces high-quality crisp depth maps one order of magnitude faster than the original Marigold. Beyond conventional depth estimation tasks, DepthFM also demonstrates state-of-the-art capabilities in downstream tasks such as depth inpainting and depth ComfyUI - Depth Anything vs Marigold Depth vs Normal maps etc. [w/NOTE: This repo patches ComfyUI's validate_inputs and map_node_over_list functions while running. You have to use 2 ApplyControlNet node, 1 preprocessor and 1 controlnet model each, image link to both preprocessors, then the output of the 1st ApplyControlNet node would go into the input of the 2nd ApplyControlNet node. What I am basically trying to do is using a depth map preprocessor to create an image, then run that through image filters to "eliminate" the depth data to make it purely black and white so it can be used as a pixel perfect mask to mask out foreground or background. Reload to refresh your session. I have used ComfyUI-Manager to install comfy_controlnet_aux to my ComfyUI and restart it, but i can't find MeshGraphormer Hand Refiner node in my ComfyUI. exe" -m pip install timm and delete your Auxiliary Preprocessors and reinstall using Comfyui Manager, so it handle the dependencies. 1. Almost all v1 preprocessors are replaced by v1. • 22 days ago. ) Aug 13, 2023 · FYI: there is a depth map ControlNet that was released a couple of weeks ago by Patrick Shanahan, SargeZT/controlnet-v1e-sdxl-depth, but I have not tried this. All old workflow will still be work with this repo but the version option won't do anything. In this tutorial y Render low resolution pose (e. Authored by gokayfem. This program is an addon for AUTOMATIC1111's Stable Diffusion WebUI that creates depth maps. Upscaling ComfyUI workflow. This checkpoint is a conversion of the original checkpoint into diffusers format. ). py --windows-standalone-build ** ComfyUI start up time: 2023-12-05 09:15:40. Star Notifications You must be signed in to change Extension: ComfyUI Inspire Pack. \python_embeded\python. Run ComfyUI workflows in the Cloud. Beyond conventional depth estimation tasks, DepthFM also demonstrates state-of-the-art capabilities in downstream tasks such as depth inpainting and depth conditional synthesis. Join us as we explore the capabilities of Depth, Zoe Aug 17, 2023 · Saved searches Use saved searches to filter your results more quickly Metric depth estimation. on Apr 9. ControlNet Starting Control Step: 0. Image Generate Gradient: Generate a gradient map with desired stops and colors. Also the image has to go through a processor. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. 1 except those doesn't appear in v1. Jan 12, 2024 · ComfyUI provides control features, for high quality image editing. Works with any Depth Map and visualizes the applied version it inside ComfyUI. Load depth controlnet. 0: Float: The intensity of the blur, with a range of 0. Mar 20, 2024 · Explore how ComfyUI ControlNet, featuring Depth, OpenPose, Canny, Lineart, Softedge, Scribble, Seg, Tile, and so on, revolutionizes stable diffusion for image control and creativity. A larger value makes more of the image sharp It depends on what you want, with a depht map e. 0: Float: The focal depth of the blur. exe" -m pip uninstall midas then install timm "path/to/python. Hypernetworks. After obtaining the depth map we move on to ControlNet, its enhanced version, for precise modifications. Compatibility will be enabled in a future update. Explore Docs Pricing. py; Note: Remember to add your models, VAE, LoRAs etc. I've made slight modifications to it, including adding a FaceDetailer to meet my specific needs but this is by far the best image interpolation workflow I've worked with. View Layer Properties (in the properties pane) > Passes > Mist. Works with both builtin and custom nodes. 796952 Prestartup times for custom nodes: 0. NOTE: See details in repo to install. However, I am getting these errors which relate to the preprocessor nodes. Authored by ltdrdata. This new ability for Stable Diffusion is revolutionary for AI Art and the let's see the guys from Artstation make fun of AI Art hands now. sometimes it will tell me MaxRetryError! expect value: get depth image done! details as below: '(MaxRetryError("HTTPSConnectionPool(host='huggingface. ThinkDiffusion_ControlNet_Depth. Try to remove comfy_controlnet_aux then re-install. To associate your repository with the depth-map topic, visit your repo's landing page and select "manage topics. Add a Comment. extract z-Depth from my videos ). Img2Img ComfyUI workflow. be/UiMJbuPosV8?si=wCjzc9N3RoiDcEvm I run through a method of making an image in stages and then joining the parts Dec 31, 2023 · Saved searches Use saved searches to filter your results more quickly ComfyUI TensorRT engines are not yet compatible with ControlNets or LoRAs. This extension provides various nodes to support Lora Block Weight and the Impact Pack. Create animations with AnimateDiff. If you have images with nice pose, and you want to reproduce the pose by controlnet, this model is designed for you. Our lab just released a massive speed-up of our depth estimation model (Marigold-LCM). [w/NOTE: Please Nov 25, 2023 · ControlNet Depth ComfyUI workflow. Contribute to Fannovel16/comfyui_controlnet_aux development by creating an account on GitHub. 0 license 47 stars 3 forks Branches Tags Activity. (e. Inpainting. ControlNet Depth ComfyUI workflow. With a focus on not impacting startup performance and using fully qualified Node names. What it's great for: ControlNet Depth allows us to take an existing image and it will run the pre-processor to generate the outline / depth map of the image. Example: only 1 hand detected when finger are crossed: dataleveling. Is there something like that within ComfyUI? My A1111 has stopped working & I haven't been able to get it working again yet. 5 and SDXL. (I've just never tested. What about Normals map gen on march 2024 ? I'm a heavy "traditional" CGI film maker. yotraxx. As I shared in one of my earlier posts about ComfyUI, the creator of this is now at StablilityAI which means of course as they would release the model there are implemented ComfyUI workflows available as well on A follow up Vid to this one: https://youtu. It does lose fine, intricate detail though. ago. Core. #306. i wish to load a video in comfyui, then create a side by side video with the original image on the left and depth map on the right using depthanything and clearing the This is a rework of comfyui_controlnet_preprocessors based on ControlNet auxiliary models by 🤗. Image -> image processor (canny, scribble , depth or openpose) -> adapter with the right model --> positive in ksampler. Please keep posted images SFW. May 25, 2024 · The workflow is designed to create bone skeleton, depth map and lineart file in 2 steps. Please refer here for details. Marigold depth estimation in ComfyUI. I'd rather just do it in Comfy anyway. Comfy . The other is a more full OpenPose skeleton that could be aligned with the depth map, although some of the joints jumped out of position on some frames, so I didn't get any clean output from that yet. control_depth-fp16) In a depth map (which is the actual name of the kind of You signed in with another tab or window. Can define max history in config file. Aug 26, 2023 · Welcome to today's tutorial where we dive into the exciting world of SDXL ControlNet and its new models. Utilizing ControlNet for Precise Adjustments. Diffuse based on merged values (CLIP + DepthMapControl) That gives me the creative freedom to describe a pose, and then generate a series of images using the same pose. Zoe Depth Map: depth_zoe: control_v11f1p_sd15_depth control_depth t2iadapter_depth: MiDaS Normal Map: normal_map: control_normal: BAE Normal Map: normal_bae: control_v11p_sd15_normalbae: MeshGraphormer Hand Refiner (HandRefinder) depth_hand_refiner: control_sd15_inpaint_depth_hand_fp16: Depth Anything: Depth-Anything: Zoe Depth Anything Discover amazing ML apps made by the community r/comfyui. Primary Nodes for Inference. This is a wrapper node for Marigold depth The Marigold slowness might be survivable if used in 512px mode, and if there's a way to ensure that the VRAM is freed from the ComfyUI workflow after generating the map. Welcome to the unofficial ComfyUI subreddit. Values are automatically cast to the correct type and clamped to the correct range. It offers strong capabilities of both in-domain and zero-shot metric depth estimation. Depth Anything had been my go to for a long time now. and he skipped (didn't show yet I tried to figure it out myself and think I loaded the right nodes) to a slightly updated workflow that has the 'ControlNet Preprocessor's depth map and other options choices around the 9:00- 9:20 mark precisely. 11 KB. Embeddings/Textual Inversion. [w/NOTE: Please In ControlNets the ControlNet model is run once every iteration. Github View Nodes. Interesting pose you have there. Pixelflow workflow for Composition transfer. Lora. 1 - depth Version. Apr 21, 2024 · In this example, I am using the MiDaS depth map so I retain the general overall shape of the character including their hair. 8 it/s). ControlNet Preprocessor: lineart_realistic, canny, depth_zoe or depth_midas. Now go to World Properties > Mist Pass and set the depths that make sense for your scene. Equipped with the depth map, the model has some knowledge of the three-dimensional composition of the scene. 12 steps with CLIP) Concert pose into depth map. Controlnet v1. If you have another Stable Diffusion UI you might be able to reuse the dependencies. g. Almost all v1 preprocessors are replaced by Dec 13, 2022 · ロードされたリストから、Depth Maps scriptを検索し、インストールボタンを押す。 インストールが完了したら、Web UIを再起動してください。 使い方 使用方法はとても簡単です。 VRAM 8GBのビデオカードでも動くと思います（筆者の以前の環境はRTX3070 8GB）。 In Automatic1111 the Depth Map script has features where it will generate panning, zooming, swirling, animations based off the 3D depth map it generates. Using either generated or custom depth maps, it can also create 3D stereo image pairs (side-by-side or anaglyph), normalmaps and 3D meshes. Jan 3, 2024 · edited. 59. (Aka. While ComfyUI is capable of inpainting images, it can be difficult - I use Octane in C4D to render a depth map of my full animation ( you dont have to use Octane, you can only use C4D if you have only that - I am using after comfyUI with AnimateDiff for the animation, you have the full node in image here , nothing crazy. to the corresponding Comfy folders, as discussed in ComfyUI manual installation. Share and Run ComfyUI workflows in the cloud. Go into the compositor and check "Use Nodes" (on the top left) Drag the Mist render layer to the Composite node. edit: nevermind, I think my installation of comfyui_controlnet_aux was somehow botched I didn't have big parts of the source that I can see in the repo. Jun 5, 2024 · The IP-adapter Depth XL model node does all the heavy lifting to achieve the same composition and consistency. Refreshing. Install the ComfyUI dependencies. Mask Export. 1. Image History Loader: Load images from history based on the Load Image Batch node. • 1 mo. 🙋‍♂️I used 6 images from my Nike video for the first example. With our work we demonstrate the successful transfer of strong image priors from a foundation image synthesis diffusion model (Stable Diffusion v2-1) to a flow matching Welcome to the unofficial ComfyUI subreddit. 2. We have almost perfect model for depth. I then used img2img and controlnet to re-render the original with the new depth maps. MiDaS Depth Map - parameters. Their is no master solution you had to find your own. blur_strength: 64. 0. In conclusion: I wanted really to use this node to get some crisp depth maps for my 3d art but I can't get it to work, any help is deeply appreciated. try what they said, uninstall midas using the same python that comfyui uses "path/to/python. 0 seconds: D:\stable-diffusion\comfy\ComfyUI\custom_nodes\rgthree-comfy 0. 1 is the successor model of Controlnet v1. Better depth-conditioned ControlNet. GPL-3. Or if I don't add black to the rest of the image the scene ends up super boring as no objects are able to appear around the product. It's still a version 1, and has some noyart. Comfy. " GitHub is where people build software. Controlnet - v1. This is an advanced Stable Diffusion course so prior knowledge of ComfyUI and/or Stable diffusion is essential! In this course, you will learn how to use Stable Diffusion, ComfyUI, and SDXL, three powerful and open-source tools that can generate realistic and artistic images from any text prompt. Workflow Included. I did try it, it did work quite well with ComfyUI’s canny node, however it’s nearly maxing out my 10gb vram and speed also took a noticeable hit (went from 2. Methods for adjusting depth maps and masks help enhance the separation, between background and foreground elements. I hope the official one from Stability AI would be more optimised especially on lower end hardware. if I need install HandRefiner and MeshGraphormer separately, which fold should I install? Aug 22, 2023 · There is Depth map created using MiDas and ClipDrop; we have Canny Edge detection; Photography and Sketch Colorizer; and Revision. This package contains 900 images of hands for the use of depth maps, Depth Library and ControlNet. In general, this can have different effects with SD 1. It Somehow this made me realize that the reason something feels like a miniature diorama isn't in the design of the stuff or the little detail that gives away it's miniature, it's the fact that they need to be shot with macro lenses and there is always thin depth of field due to physical limitations of macro lenses. 0: Float: The spread of the area of focus. 1~0. I have "Zoe Depth map" preprocessor, but also not the "Zoe Depth Anything" shown in the screenshot. You switched accounts on another tab or window. This is a rework of comfyui_controlnet_preprocessors based on ControlNet auxiliary models by 🤗. Hi, I'm trying to understand the relationship between the a and the bg_threshold parameters but I can't find any information even in the code. This image can later be animated using Stable Video Diffusion to produce a ping pong video with a 3D or volumetric appearance. It just is so damn good. Feb 23, 2024 · The creation of a depth map is crucial for applications such as ComfyUI or Automatic1111. [w/NOTE: Please Depth map applied Image viewer inside ComfyUI License. Mar 23, 2023 · From Decode. Blender addon using comfyui generate 3D model texture using depth map, outline image etc - oimoyu/simple-comfyui-texture Using depth map to create accurate scenes inc position. focus_spread: 1. Assign depth image to control net, using existing CLIP as input. (early and not finished) Here are some more advanced examples: “Hires Fix” aka 2 Pass Txt2Img. MaraScott started this conversation in General. Set samples to 1 to speed things up. For the T2I-Adapter the model runs once in total. Extensions/Patches: Enables linking float and integer inputs and ouputs. By normalizing and inverting the depth map, we can achieve accurate information for 3D scene composition. I was wondering if - since we have tools like Midas that are open source to Apr 15, 2024 · ComfyUI’s ControlNet Auxiliary Preprocessors (Optional but recommended): This adds the preprocessing capabilities needed for ControlNets, such as extracting edges, depth maps, semantic May 29, 2023 · Image Gradient Map: Apply a gradient map to a image. Dec 29, 2022 · The depth map is then used by Stable Diffusion as an extra conditioning to image generation. Dec 5, 2023 · D:\stable-diffusion\comfy>. You signed out in another tab or window. Extension: ComfyUI Nodes for Inference. The workflow is designed to rebuild pose with "hand refiner" preprocesser, so the output file should be able to fix bad hand issue Feb 6, 2024 · depth_loss_weight: Control the shape of reconstrocted 3D mesh, this loss will also affect the mesh deform detail on the surface, so results depends on quality of the depth map; normal_loss_weight: Optional. It is good for positioning things, especially positioning things "near" and "far away". Discover amazing ML apps made by the community Currently using the same diffusers pipeline as in the original implementation, so in addition to the custom node, you need the model in diffusers format. If you're familiar with DaVinci Resolve, you'll know that its new neural engine allows it to take a 2D image from any piece of footage, create a depth map for it, and relight it with extraordinarily good results. 0 and was released in lllyasviel/ControlNet-v1-1 by Lvmin Zhang. Sort by: _KoingWolf_. Together with a prompt cloud this is rendered to the second phase. depth_map: n/a: Image: The depth map to use for the blur. @PrideOfHiigara. MaraScott. Download ControlNet Canny Since I am using the portable Windows version of ComfyUI , I’ll keep this Windows-only image desaturated > depth controlnet+ prompt 1 > depth controlnet + prompt 2. ControlNet Workflow. Feb 8, 2024 · This map distinguishes, between the sections of the hand that're nearer to or farther, from the camera assisting the AI in comprehending the three structure of the hand. Authored by LykosAI The problem is that when I apply the depth map this way the control net reads everything around the product as being far away and so it tends to try and make the product hover in the air somewhat. Hook one up to vae decode and preview image nodes and you can see/save the depth map as a PNG or whatever. Image Gradient Map: Apply a gradient map to a image; Image Generate Gradient: Generate a gradient map with desired stops and colors; Image High Pass Filter: Apply a high frequency pass to the image returning the details; Image History Loader: Load images from history based on the Load Image Batch node. ICU. Core and Stability Matrix. A lot of people are just discovering this technology, and want to show off what they created. If there's a video on youtube describing the steps to set this up, I could not find it thanks You signed in with another tab or window. May break depending on your version of ComfyUI. We fine-tune our Depth Anything model with metric depth information from NYUv2 or KITTI. Provides many easily applicable regional features and applications for Variation Seed. Please see wiki to learn more. When models like Marigold blowns up I went crazy amaized. It Jan 1, 2024 · I am trying to use workflows that use depth maps and openpose to create images in ComfyUI. focal_depth: 1. json. 0 seconds: D:\stable-diffusion\comfy\ComfyUI\custom_nodes\ComfyUI-Manager Total VRAM 12282 MB, total RAM 32530 MB Set vram state to One way is called Psuedo_OpenPose and doesn't have a head, but generates smoothly and fairly quickly. Depth_leres is almost identical to regular "Depth", but with more ability to fine-tune the options. This second phase is again rendered with a secondary prompt cloud in another direction. The outputs of the script can be viewed directly or used as an asset for a 3D engine. 0 is the farthest. 0 is the closest, 0. We can then run new prompts to generate a totally new image Jan 26, 2024 · Metric depth estimation. Use to refine the mesh deform detail on the surface A good place to start if you have no idea how any of this works is the: ComfyUI Basic Tutorial VN: All the art is made with ComfyUI. Please share your tips, tricks, and workflows for using this software to create your AI art. T2I-Adapters are used the same way as ControlNets in ComfyUI: using the ControlNetLoader node. This workflow takes a regular desaturated image as a kind of „pseudo“ depth map. Known issues. We present DepthFM, a state-of-the-art, versatile, and fast monocular depth estimation model. Add a TensorRT Loader node; Note, if a TensorRT Engine has been created during a ComfyUI session, it will not show up in the TensorRT Loader until the ComfyUI interface has been refreshed (F5 to refresh browser). Hand refiner cannot handle complex hand gestures such as crossed fingers. You have to choose the right model for the right type of filter you wanna use. I think the old repo isn't good enough to maintain. DepthFM is efficient and can synthesize realistic depth maps within a single inference step. ComfyUI already doesn't re-generate depth maps unless the input image changes, but I am not sure about whether it unloads the VRAM afterwards. In other words, depth-to-image uses three conditionings to generate a new image: (1) text prompt, (2) original image and (3) depth map. With our work we demonstrate the successful transfer of strong image priors from a foundation image synthesis diffusion model (Stable Diffusion v2-1) to a flow matching Jan 11, 2024 · In this tutorial I will guide you through a workflow for creating an image with a depth perspective effect using IPAdapters. Oct 5, 2023 · We’ll look at generating depth maps in ComfyUI at a later date, but for this guide, you’ll need an up-to-date Automatic1111 WebUI installation, and the aforementioned depthmap-script extension, available from the Automatic1111 Extensions tab. 💡Steerable Motion and Fake Depth in ComfyUI The first part is about the Steerable Motion Workflow by Peter O'Mallet (POM). co', port=443): Max retries ex ComfyUI equivalent to the A1111 Depth extension? Not the depth map creation portion, but video showing depth I've been trying to find something like this for weeks, and it is confusing to me as to how A111 has had this for so long, and Comfy doesn't seem to have a solution. Belittling their efforts will get you banned. invert: marigold by default produces depth map where black is front, for controlnets etc. Merging 2 Images together. , a smaller more blurrier resolution can also bring better image quality and a higher resolution can bring more accuracy but also worse image quality. Img2Img. Step by step instructions assist users in configuring ComfyUI utilizing ControlNet models and perfecting the results. This is the input image that will be used in this example source: Here is how you use the depth T2I-Adapter: Here is how you use the Think Diffusion's Stable Diffusion ComfyUI Top 10 Cool Workflows. Extension: ComfyUI's ControlNet Auxiliary Preprocessors. 9 it/s to 1. 5. . Authored by kijai. 0 to 256. It can be used in combination with Stable Diffusion, such as runwayml/stable-diffusion-v1-5. Sep 7, 2023 · description when i use zoe-depth map to get image depth. we want the opposite regularizer_strength, reduction_method, max_iter, tol (tolerance) are settings for the ensembling process, don't fully know how to use them yet. ControlNet Model: Lineart, Canny or Depth. First, choose an image with the elements you want in your final creation. All of this in a single ComfyUI workflow. I got python running fine, and use SD on automatic 1111 and comfyui and everything else works. Could you explain or let me know what to read ? Jan 4, 2024 · Make sure you adjust denoising strength so that depth map can take control of hand rendering. Drag and drop it into the "Input Image" area. We re-train a better depth-conditioned ControlNet based on Depth Anything. • 5 min. SDXL Default ComfyUI workflow. Using an openpose image in the Load Image node works but I haven't tried using a depth map image. You will discover the principles and techniques There are controlnet preprocessor depth map nodes (MiDaS, Zoe, etc. And above all, BE NICE. It is used with "depth" models. Launch ComfyUI by running python main. The masks created within the scene will be converted into black and white images for further utility in applications like ComfyUI or Extension: ComfyUI-Depth-Visualization. 2. exe -s ComfyUI\main. MiDaS Depth Map (normal) depth: control_v11f1p_sd15_depth control_depth Beyond conventional depth estimation tasks, DepthFM also demonstrates state-of-the-art capabilities in downstream tasks such as depth inpainting and depth conditional synthesis. Usage: Place the files in folder \extensions\sd-webui-depth-lib\maps. Table of contents. I took the pixel values of a depth map, and moved them left or right based on their amplitude (so neared pixels get moved more laterally than further pixels). Image High Pass Filter: Apply a high frequency pass to the image returning the details. lj ts iz fj ts ax an jd sh tl