Comfyui api save image

Comfyui api save image. ago. Contribute to SoftMeng/comfy-flow-api development by creating an account on GitHub. ) On the right hand panel, there is a button that says "History. example. Sep 13, 2023 · Click the Save(API Format) button and it will save a file with the default name workflow_api. Extension: comfy-easy-grids A set of custom nodes for creating image grids, sequences, and batches in ComfyUI. Every time you create and save an image with comfyui, you save the workflow. Extension: SaveImgPrompt Save a png or jpeg and option to save prompt/workflow in a text or json file for each image in Comfy + Workflow loading. Belittling their efforts will get you banned. Hey - not sure if you got your answer yet or not but you can "Set the ComfyUI temp directory (default is in the ComfyUI directory) via: --temp-directory <TEMP_DIRECTORY> Also, if you run "python main. This project shows: How to connect a Gradio front-end interface to a Comfy UI backend. Share and Run ComfyUI workflows in the cloud. The default workflow is the simplest workflow you will find in ComfyUI. A node suite for ComfyUI with many new nodes, such as image processing, text processing, and more. To help with organizing your images you can pass specially formatted strings to an output node with a file_prefix widget. First, we need to enable dev mode options to get access to the API format. WAS node suite for ComfyUI have a node for that. Mask editor already works on the Save Image node. Some features: Feb 24, 2024 · In ComfyUI, there are nodes that cover every aspect of image creation in Stable Diffusion. however A1111 did a lot of things rite, one of them in particular was the saved images folder layout. Aug 1, 2023 · You're not using my Save Image node, that's the base vanilla ComfyUI save image node. Launch ComfyUI by running python main. By the end, you'll understand the basics of building Mar 15, 2023 · Cushy also includes higher level API / typings for comfy manager, and host management too, (and other non-comfy things that works well with ComfyUI, like a full programmatic image building API to build masks, etc) Extension: ComfyUI-SaveImageWithMetaData. You can see that we have saved this file as xyz_tempate. Next. To simply preview an image inside the node graph use the Preview Image node. Turn off metadata with this launch option : --disable-metadata. ComfyUI Extension: Save Image with Generation MetadataAll the tools you need to save images with their generation metadata on ComfyUI. Type. image. Each node does some specific function and has a lot of knobs you can tweak. - First and foremost, copy all your images from ComfyUI\output to the target Save File Formatting - ComfyUI Community Manual. Check the setting option "Enable Dev Mode options". So, I connected my Convert to Image to my K Sampler output, which simply converted the entire composition into a greyscale mask. If you want to know more about understanding IPAdapters Thanks. the example code is this. Category. And above all, BE NICE. Adding text and image inputs. However now that AI Image Generation is becoming actually usable in production we need a more flexible naming in order to adapt to professional production workflows. You can now save face models as "safetensors" files (ComfyUI\models\reactor\faces) and load them into ReActor implementing different scenarios and keeping super lightweight face models of the faces you use: Ability to build and save face models directly from an image: Using a 'Clip Text Encode (Prompt)' node you can specify a subfolder name in the text box. ComfyUIとはStableDiffusionを簡単に使えるようにwebUI上で操作できるようにしたツールの一つです。. This would reduce the number of noodles outputting from a VAE Decode when you're going to send the image on to Share and Run ComfyUI workflows in the cloud. job_custom_text - Custom string to save along with the job data. ComfyUI Models: A Comprehensive Guide to Downloads & Management. I made this using the following workflow with two images as a starting point from the ComfyUI IPAdapter node repository. Sep 13, 2023 · I just wanna upload my local image file into server through api. GPL-3. Please keep posted images SFW. Cheers. and add your custom file name in the primitive field. The Load node has two jobs: feed the images to the tagger and get the names of every image file in that folder. If the path is a directory, the SaveImage node's filename_prefix will be used. After that, the Button Save (API Format) should appear. I want to build an external interface for real-time webcam transformations using comfyui workflows. The Latent Image is an empty image since we are generating an image from text (txt2img). please let me know. Images help users select the best room for their meeting. If you have such a node but your images aren't being saved, make sure the node is connected to the rest of the workflow and not disabled. Displaying generated images in Gradio. Extension: Bmad Nodes. (early and not Description. json) is identical to ComfyUI’s example SD1. however comfy is anything buy organized just dumping numbered images into one folder. Click Queue Prompt to test the workflow. Once you're satisfied with the results, open the specific "run" and click on the "View API code" button. In the menu, click on the Save (API Format) button, which will download a file named workflow_api. If you drag and drop the png into Comfy, you'll see everything you need to create the exact same picture. While ComfyUI lets you save a project as a JSON file, that file will not work for our purposes. Extension: comfyui_image_io_helpers Nodes:ImageLoadFromBase64, ImageLoadByPath, ImageLoadAsMaskByPath, ImageSaveToPath, ImageSaveAsBase64. My save image node is under WAS Suite -> IO -> Save Image. show_history will show previously saved images with the WAS Save Image node. Nodes: load Image with metadata, get config data, load image from base64 string, Load Loras From Prompt, Generate Latent Noise, Combine Two Latents Into Batch, General Purpose Controlnet Unit, ControlNet Script, Content Mask Latent, Auto-Photoshop-SD Seed, Expand and Blur the Mask. python main. The standard way of doing it seems to: queue a frame; wait that the process is done and detect that it is done by listening to the websocket messages; Read the result images from the save image path where the output of the workflow are saved. Save the prompt, basic data, sampler data, and loaded models. The goal is resizing without distorting proportions, yet without having to perform any calculations with the size of the original image. Github View Nodes. The reasoning for not using base64 is that base64 adds 33% more data so it would be slower Share and Run ComfyUI workflows in the cloud. Cfg Literal; Checkpoint Selector; Int Literal; Sampler Selector; Save Image w Extension: Allor Plugin Allor is a plugin for ComfyUI with an emphasis on transparency and performance. 3 = image_001. Hello! As I promised, here's a tutorial on the very basics of ComfyUI API usage. Please share your tips, tricks, and workflows for using this software to create your AI art. #keep in mind ComfyUI is pre alpha software so this format will change a bit. Hi-res fix. images IMAGE. The Save Image node can be used to save images. This innovative system employs a visual approach with nodes, flowcharts, and graphs, eliminating the need for manual coding. Its role is vital: translating the latent image into a visible pixel format, which then funnels into the Save Image node for display and download. Doesn't display images saved outside /ComfyUI/output/ Install the ComfyUI dependencies. Now you know how to make a new workflow. Open the Settings (gear icon in the top right of the menu) In the dialog that appears configure: Enable Dev mode Options: enable. Updating generation parameters dynamically. But, I don't know how to upload the file via api. Today, I will explain how to convert standard workflows into API-compatible Extension: Comfy-Photoshop-SD. A lot of people are just discovering this technology, and want to show off what they created. This custom node is largely identical to the usual Save Image but allows saving images also in JPEG and WEBP formats, the latter with both lossless and lossy compression. Inputs. Dec 19, 2023 · It passes this final pixel image to the Save Image node, which is used to show us the image and let us download it. Now you should be able to see the Save (API Format) button, pressing which will generate and save a JSON file. TASK_DONE. They should be in your browser’s default download folder. So, you’ll find nodes to load a checkpoint model, take prompt inputs, save the output image, and more. Now with timestamp in local format Counter position, per request the counter can now appear in the beginning of the filename Image preview can now be turned off Dec 8, 2023 · Exporting your ComfyUI project to an API-compatible JSON file is a bit trickier than just saving the project. The last step is an "Image save" with prefix and path. Extension: Allor Plugin Allor is a plugin for ComfyUI with an emphasis on transparency and performance. Step 3: Download a checkpoint model. The WF starts like this, I have a "switch" between a batch directory and a single image mode, going to a face detection and improvement (first use of the prompt) and then to an upscaling step to detail and increase image size (second use of the prompt). Plug the image output of the Load node into the Tagger, and the other two outputs in the inputs of the Save node. Comfy saves all workflow data in the png file created. Authored by giriss. When there are 3 images worth the log file that shows 100-200 generations, it's hard to quickly find the information I need. The sampler takes the main Stable Diffusion MODEL, positive and negative prompts encoded by CLIP, and a Latent Image as inputs. The LLaVa model - Large Language and Vision Assistant, although trained on a relatively small dataset, demonstrates exceptional capabilities in understanding images and answering questions about them. Downloading Models Hello i am running some batch processing and I have setup a save image node for my controlnet outputs. If you have another Stable Diffusion UI you might be able to reuse the dependencies. Includes the metadata compatible with Civitai geninfo auto-detection. Scatterplot of raw red/green values, left=PNG, right=TIFF. If -is selected as the output path, normal ComfyUI output will be piped to stderr and the resultant image will be piped to stdout, allowing one to use the script like: Custom node for ComfyUI. json. text% and whatever you entered in the 'folder' prompt text will be pasted in. All the tools you need to save images with their generation metadata on ComfyUI. 对ComfyUI的API进行的一层封装，并提供了微信小程序授权的API. Compatible with Civitai & Prompthero geninfo auto-detection. Works with PNG, JPG and WEBP. A1111 Extension for ComfyUI. Extension: Save Image with Generation Metadata. Step 2: Download the standalone version of ComfyUI. job_data_per_image - When enabled, saves individual job data files for each image. If latent, the nodes are just called save latent and load latent. View full answer . Step 1: Install 7-Zip. Using a smartphone camera for image inputs. ComfyUI Workflows are a way to easily start generating images within ComfyUI. Users have the ability to assemble a workflow for image generation by linking various blocks, referred to as nodes. Instead, you need to export the project in a specific API format. If you open the png with a text editor, you'll see a mess of text in the Overview. Step 4: Start ComfyUI. Share and Run ComfyUI workflows in the cloud Sending workflow data as API requests; Updating generation parameters dynamically; Displaying generated images in Gradio; Adding text and image inputs; Using a smartphone camera for image inputs; By the end, you'll understand the basics of building a Python API and connecting a user interface with an AI workflow. However, when I use ComfyUI and your "Seed (rgthree)" node as an input to KSampler, the saved images are not reproducible when image batching is used. 3. Feature Tip: History and Temp Folder. Github IcyVisit6481. Metadata is embedded in the images as usual, and the resulting images can be used to load a workflow. Author. It will have all your nodes including the prompts that were entered. This will enable you to communicate with other applications or AI models to generate St Build your workflow then save workflow in API format: execute python api_comfyui-img2img. Since you can see the history in ComfyUI the images on the PreviewImage node need to be put somewhere and it's better to put them in a temp directory on the disk that gets cleared than to keep them in memory. If one could point "Load Image" at a folder instead of at an image, and cycle through the images as a sequence during a batch output, then you could use frames of an image as controlnet inputs for (batch) img2img restyling, which I think would help with coherence for restyled video frames. All the images in this repo contain metadata which means they can be loaded into ComfyUI with the Load button (or dragged onto the window) to get the full workflow that was used to create the image. Right-click on the Save Image node, then select Remove. Authored by AbdullahAlfaraj. If a mask is present, it is resized and modified along with the image. Let's assume you have Comfy setup in C:\Users\khalamar\AI\ComfyUI_windows_portable\ComfyUI, and you want to save your images in D:\AI\output . 5 img2img workflow, only it is saved in api format. Then go into the properties (Right Click) and change the 'Node name for S&R' to something simple like 'folder'. In A1111 the image metadata always contains the correct seed for each image, allowing me to reproduce the same image if I want to. My ComfyUI workflow was created to solve that. to the corresponding Comfy folders, as discussed in ComfyUI manual installation. Dec 4, 2023 · ComfyUI serves as a node-based graphical user interface for Stable Diffusion. Authored by WASasquatch. -. Recommend adding the --fp32-vae CLI argument for more accurate decoding. From the settings, make sure to enable Dev mode Options. Would any of you knowledgable souls be able to guide me on how to achieve this? With my just released node About ComfyUI. In the example below an image is loaded using the load image node, and is then encoded to latent space with a VAE encode node, letting us perform image to image tasks. Authored by palant. 5 Node. resource_name STRING. If you don't have a Save Image node in your A bit late to the party, but you can replace the output directory in comfyUI with a symbolic link (yes, even on Windows). mp4. You create nodes and "wire" them together. Temp is cleared every time comfy is started, if there are any previews you wana save you need to pull them out before you restart comfy. Download the first image on this page and drop it in ComfyUI to load the Hi-Res Fix workflow. Thanks in advanced. Feb 13, 2024 · To use ComfyUI workflow via the API, save the Workflow with the Save (API Format). Updating ComfyUI on Windows. Add a Primitive node ( Add Node > advanced > Primitive) Connect the Save Image node filename_prefix value to your Primitive node endopint. Locate the IMAGE output of the VAE Decode node and connect it to the images input of the Preview Image node you just added. [w/NOTE: If you do not disable the default node override feature in the settings, the built-in nodes, namely ImageScale and ImageScaleBy nodes, will be disabled. Next, start by creating a workflow on the ComfyICU website. Double-click on an empty part of the canvas, type in preview, then click on the PreviewImage option. and no workflow metadata will be saved in any image. Sending workflow data as API requests. Customize what information to save with each generated job. I have connected the Convert to Image node to either a Save or Preview node, which does not save a denoised output. This custom node provides various tools for resizing images. Bmad/api. Save File Formatting ¶. Run a few experiments to make sure everything is working smoothly. To include the workflow in random picture, you need to inject the information on exif Dec 27, 2023 · images = get_images(ws, prompt_workflow): When you run the script, after each prompt job completes, you should see a single-row grid of your images appear in your OS’s default image viewer I have slowly moved over to using purely ComfyUI and the flexibility is great and the resulting images are slowly getting better. Where ever you launch ComfyUI from, python main. while I understand I save only best images with their respective data. is it possible? When i was using ComfyUI, I could upload my local file using "Load Image" block. json, go with this name and save it. The images above were all created with this method. They should be in your output directory in the ComfyUI directory. There should be a (true/false) toggle to actually save the image. Open ComfyUI in the browser. . py; Note: Remember to add your models, VAE, LoRAs etc. ComfyUI API Aug 22, 2023 · In your ComfyUI workflow In the Save Image node convert the filename_prefix to input, (right click on the text then select convert in the contextual menu) then create a primitive node (add node>utils>primitive). Id say it allows a very high level of access and customization, more thanA1111 - but with added complexity. with normal ComfyUI workflow json files, they can be drag ComfyUI Node: Save Image (api) Category. We also have some images that you can drag-n-drop into the UI to have some of the Oct 12, 2023 · ComfyUIとは. You will need to launch comfyUI with this option each time, so modify your bat file or launch script. After installed, you can find it at Add node/WAS Suite/IO/Image Save. Works with png, jpeg and webp. Save and load images and latents as 32bit EXRs. Mar 18, 2023 · edited. Right-click your Save Image node and select convert filename_prefix to widget. Github. Since the values are extracted dynamically, values output by various extension nodes can be added to metadata. counter_digits - Number of digits used for the image counter. •. • 7 mo. A recent update to ComfyUI means that api format json files can now be Aug 5, 2023 · Setting custom filenames in ComfyUI workflow. filename_prefix STRING. In order to perform image to image generations you have to load the image with the load image node. py --help" it will list the other arguments you can start comfyui with. Why Download Multiple Models? If you’re embarking on the journey with SDXL, it’s wise to have a range of models at your disposal. You'll need to copy the workflow_id and prompt for the next steps. If you did not know, there are actually 2 features in ComfyUI that "Store" your generation parameters, even if you did not manually save the image: 1. sd-webui-comfyui is an extension for Automatic1111's stable-diffusion-webui that embeds ComfyUI in its own tab. js WebSockets API client for ComfyUI. Export your API JSON using the "Save (API format)" button. /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. I use it for SDXL and v1. will now need to become. Note that files will be clobbered if only one image is exported. gasmonso. To get your API JSON: Turn on the "Enable Dev mode Options" from the ComfyUI settings (via the settings icon) Load your workflow into ComfyUI. Authored by Ryuukeisyou Highly recommend keeping it on your radar even if you don't end up using it. こういったツールは他に有名なものだと「 Stable Diffusion WebUI（AUTOMATIC1111） 」がありますが、ComfyUIはノードベースである（ノードを繋いで処理を Save prompt is now Save job data, with some options. Close the Settings. json -i <path>\image-grey. 2. py -w <path>\ComfyUI-workflow-recolor-api. Custom Nodes. In Stable Diffusion, image generation involves a sampler, represented by the sampler node in ComfyUI. it's so properly neat and easily organized and I love it. Something that could replace both the Save Image and Preview Image nodes. Just like A1111 saves the data like prompt, model, step, etc, comfyui saves the whole workflow. License. jpg -o outputPrefix Saving the image outside the output folder is not allowed, that’s why the output is actually just a prefix This didn't seem to work; I am using Load Image, then masking in the Mask Editor. But I doubt a saved latent would decode precisely the same as the preview decode, since the preview is a reduced resolution/ accuracy decode of the current state of the latent. 0 license Welcome to the unofficial ComfyUI subreddit. Installing ComfyUI on Mac M1/M2. Format: Photo image no larger than 5MB (in file size) Landscape orientation; Image size no smaller than 800x360; JPEG format; Typical Owner: Workplace Services Quantity: Max 1 per room In this tutorial , we dive into how to create a ComfyUI API Endpoint. Also, sometimes put images from the same generation batch to different folders, for example Best, Good etc. Authored by nkchocoai. There should be a Save image node in the default workflow, which will save the generated image to the output directory in the ComfyUI directory. Add a node to save images with metadata (PNGInfo) extracted from the input values of each node. Plug the Tagger output into the Save node too. 8. ComfyUI unfortunately resizes displayed images to the same size however, so if images are in different sizes it will force them in a different size. For PNG stores both the full workflow in comfy format, plus a1111-style parameters. py --disable-metadata. save_metadata - Saves metadata into the image. If you don't have this button, you must enable the "Dev mode Options" by clicking the Settings button on the top right (gear icon). And that’s it! Just launch the workflow now. const workflow_id = "XXX" const prompt To get your API JSON: Turn on the "Enable Dev mode Options" from the ComfyUI settings (via the settings icon) Load your workflow into ComfyUI. Image Save: A save image node with format support and path support. These nodes include common operations such as loading a model, inputting prompts, defining samplers and more. Now in your 'Save Image' nodes include %folder. If you want more control over where your images are saved I suggest the was node suites image save node-. Currently they all save into a single folder. This is an extension for ComfyUI to extract descriptions from your images using the multimodal model called LLaVa. Contribute to itsKaynine/comfy-ui-client development by creating an account on GitHub. PNG quantizes the image to 256 possible values per channel (2^8), while the TIFF has 65,536 possible values per channel (2^16) For latent EXR viewing purposes, if you Oct 1, 2023 · To start, launch ComfyUI as usual and go to the WebUI. 1. Link the primitive to the filename_prefix. py. There should be 2 outputs: IMAGE and MASK. WASasquatch on Mar 19, 2023. And let's you mix different embeddings. Outputs. Feb 23, 2024 · Alternative to local installation. Dec 14, 2023 · Right now ComfyUI's save image node allows only for a prefix string that's prepended to the filename and then followed by a frame number. Room Images. If desired, share room images for Comfy to display in the app. To get more control than ComfyUI you would need to program in python calling the AI API directly. Installing ComfyUI on Windows. By combining various nodes in ComfyUI, you can create a workflow for generating images in Stable Diffusion. Dec 16, 2023 · The workflow (workflow_api. It can be hard to keep track of all the images that you generate. The TL;DR version is this: it makes a image from your prompt without a LoRA, runs it through ControlNet, and uses that to make a new image with the LoRA. The prompt for the first couple for example is this: Mar 22, 2023. That's not possible in Automatic1111. ComfyUI vs Automatic1111 Allows you to save images with their generation metadata. Extension: AnimateDiff AnimateDiff integration for ComfyUI, adapts from sd-webui-animatediff. 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. (TODO: provide different example using mask) Prev. Jan 23, 2024 · 目次 2024年こそComfyUIに入門したい！ 2024年はStable Diffusion web UIだけでなくComfyUIにもチャレンジしたい！ そう思っている方は多いハズ！？ 2024年も画像生成界隈は盛り上がっていきそうな予感がします。 日々新しい技術が生まれてきています。 最近では動画生成AI技術を用いたサービスもたくさん May 8, 2023 · Batch count generates the images sequentially so only 1 will be visible at a time. Step 1: Install HomeBrew. When I try to reproduce an image, I get a different image. To generate more at the same time you have to increase batch_size in the Empty Latent Image node. #a button on the UI to save workflows in api format. Contains 2 nodes for ComfyUI that allows for more control over the way prompt weighting should be interpreted. Then I created two more sets of nodes, from Load Images to the IPAdapters, and adjusted the masks so that they would be part of a specific section in the whole image. Advanced CLIP Text Encode. ComfyUI is a powerful and modular stable diffusion GUI and backend with a user-friendly interface that empowers users to effortlessly design and execute intricate Stable Diffusion pipelines. ComfyUI Extension: Image Resize for ComfyUI. json ( link ). comfyui-save-workflow. In this primitive node you can now set the output filename in the format specified Add a Comment. Other. This skill comes in handy to make your own workflows. Search and replace strings Extension: Extended Save Image for ComfyUI. edit the executable bat file and added --preview-method auto to the end. #this is the one for the default workflow Mar 20, 2024 · Drop it at the images input of the Save Image node. png Share and Run ComfyUI workflows in the cloud ComfyUI Node: Save Image Custom Node. It can be a little intimidating starting out with a blank canvas, but by bringing in an existing workflow, you can have a starting point that comes with a set of nodes all ready to go. I would like to save them to a new folder for each generation so I can better data manage. " If you click this, it will expand a selection menu that contains every generation parameter Welcome to the unofficial ComfyUI subreddit. Right click the node and convert to input to connect with another node. qw xe tf hb mq pz yr zh pg qi