Comfyui crop image by mask github

Comfyui crop image by mask github. left: amount to pad left of the image. The only way to keep the code open and free is by sponsoring its development. Various custom nodes for ComfyUI. I had the mask previews to see all the stages. 4:3 or 2:3. You switched accounts on another tab or window. combined_crop_image combined_crop_image 输出是所有输入裁剪图像的组合。它可以用于可视化目的，快速评估不同图像裁剪的一致性和质量。 Comfy dtype: IMAGE; Python dtype: torch. Oct 25, 2023 · You signed in with another tab or window. These nodes provide a variety of ways create or load masks and manipulate them. Based on GroundingDino and SAM, use semantic strings to segment any element in an image. Summary - when using an all-black mask as input to VAE Encode (for Inpainting), the resultant image is nonet ComfyUI reference implementation for IPAdapter models. Locate the IMAGE output of the VAE Decode node and connect it to the images input of the Preview Image node you just added. " ️ Extend Image for Outpainting" is a node that extends an image and masks in order to use the power of Inpaint Crop and Stich (rescaling, blur, blend, restitching) for outpainting. unsqueeze(0) if image. View full answer Oct 18, 2023 · TypeError: WAS_Bounded_Image_Blend_With_Mask. May 11, 2024 · Overview. outputs¶ MASK. mask - The mask (over the base image) specifying where to paste the image. bottom: amount to pad below the image. This functionality is essential for focusing on specific regions of an image or for adjusting the image size to meet certain If the action setting enables cropping or padding of the image, this setting determines the required side ratio of the image. BBOX Detector (combined) - Detects bounding boxes and returns a mask from the input image. mask_for_crop 5: Mask of the image, it will automatically be cut according to the mask range. Add the 'Mask Bounding Box' plugin Attach a mask and image Output the resulting bounding box and Image Crop Documentation. Tensor; combined_crop_masks combined_crop_masks 输出代表所有裁剪图像的组合掩码。 WAS_Image_Blend_Mask 节点旨在使用提供的遮罩和混合百分比无缝混合两张图像。 它利用图像合成的能力，创建一个视觉上连贯的结果，其中一个图像的遮罩区域根据指定的混合级别被另一个图像的相应区域替换。 Aug 7, 2024 · Crop by mask must convert image to RGB If input image is RGBA, the alpha will lost. Contribute to palant/image-resize-comfyui development by creating an account on GitHub. image: The image to be padded. \n- Option 2: Increase context_expand_pixels, e. " ️ Inpaint Stitch" is a node that stitches the inpainted image back into the original image without altering unmasked areas. mask = mask. example¶ example usage text with workflow image Oct 13, 2023 · Instead the class has a function "bounded_image_crop_with_mask" (line 11418) WASasquatch / was-node-suite-comfyui Sign up for a free GitHub account to open an Contribute to SoftMeng/ComfyUI_Mexx_Image_Mask development by creating an account on GitHub. The size of the mask matches the image tile size. Nov 24, 2023 · Hello WASasquatch and thank you for this response, Though, it may be better to just upscale your image to desired scale, then detect and crop face, diffuse, and paste back, avoiding the need to do all that, as the reason we use crop data is to paste back any sized result at correct size and location. feathering: How much to feather the borders of the original image. shape[0], "Batch size of images and masks must be the same" ^^^^^ The input of images can be scaled up as needed; Masks to Mask List, Mask List to Masks, Make Mask List, Make Mask Batch - It has the same functionality as the nodes above, but uses mask as input instead of image. Can be combined with ClipSEG to replace any aspect of an SDXL image with an SD1. The Crop Mask node can be used to crop a mask to a new shape. The IPAdapter are very powerful models for image-to-image conditioning. The pixel image to be converted to a mask. In the screenshot, the image and the mask comes from Photoshop. image_to_paste - The image to paste. The same concepts we explored so far are valid for SDXL. g. top: amount to pad above the image. detect: Detection method, min_bounding_rect is the minimum bounding rectangle of block shape, max_inscribed_rect is the maximum inscribed rectangle of block shape, and mask-area is the effective area for Jan 9, 2024 · • Mask Dominant Region • Image Resize • Image Filter Adjustments • Image Crop Location • Mask Crop Region • Image Blend • KSampler Cycle • CLIPTextEncode (BlenderNeko Advanced + NSP) • Image Lucy Sharpen • Image Paste Crop • Text Multiline • Image Save • Constant Number Nodes that have failed to load will show as red You signed in with another tab or window. - storyicon/comfyui_segment_anything You signed in with another tab or window. The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. 5 output. shape[0:1] == image_mask. Saved searches Use saved searches to filter your results more quickly image_base - The image to paste the mask into. If you are not interested in having an upscaled image completely faithful to the original you can create a draft with the base model in just a bunch of steps, then upscale the latent and apply a second pass with the base and a third pass with the refiner. Which channel to use as a mask. set it to 100. Behaviour before: Given a batch of images as input, e. Class name: ImageCrop; Category: image/transform; Output node: False; The ImageCrop node is designed for cropping images to a specified width and height starting from a given x and y coordinate. Can check input shape and convert to RGBA if 4 channels? I can workaround by adding extra node to combine RGB and mask again, but it'll be more convenien 很多模型只能生成1024x1024、1360x768这种固定尺寸，喂入想要的尺寸，生成的图不尽人意， 使用其他扩图方式，比较繁琐，性能较差，所以自己开发了该节点，用于图片尺寸转换。 主要使用PIL的Image功能，根据目标尺寸的设置，对 Convert Image to Mask¶ The Convert Image yo Mask node can be used to convert a specific channel of an image into a mask. The ComfyUI Mask Bounding Box Plugin provides functionalities for selecting a specific size mask from an image. If the action setting enables cropping or padding of the image, this setting determines the required side ratio of the image. Then you can use the CROP_DATA output on a Image Paste node. Nov 14, 2023 · First, I mask out Donald Trump from an image of him sitting at his desk, giving me an image of the man with a black background and a mask that I can use with attn_mask if I wish to. The mask created from the image channel. 21 Set vram state to: NORMAL_VRAM Device: cuda:0 NVIDIA GeForce RTX JN_ImageAddBackground - Image Add Background; JN_ImageAddMask - Image Add Mask; JN_ImageBatch - Image Batch; JN_ImageCenterArea - Image Center Area; JN_ImageCrop - Image Crop; JN_ImageGrid - Image Grid; JN_ImageInfo: Image Info; JN_ImageRemoveBackground - Image Remove Background; JN_ImageSharpness - Image Sharpness; JN_ImageSquare - Image Right-click on the Save Image node, then select Remove. The image of Donald Trump, with or without masking the background pixels, and with or without applying the mask to attn_mask, is passed to a first IPAdapter. [0m [0m [36mEfficiency Nodes: [0m Attempting to add Control Net options to the 'HiRes-Fix Script' Node (comfyui_controlnet_aux add-on) [91mFailed! [0m Total VRAM 24564 MB, total RAM 32538 MB xformers version: 0. the FaceParser node would return a single image with all images inside it due to the way the output tensor was buuld. Contribute to kijai/ComfyUI-KJNodes development by creating an account on GitHub. You signed out in another tab or window. comfyui节点文档插件,enjoy~~. trim_and_crop_by_mask(image, mask, padding): Trims and crops the image based on the mask, with optional padding. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. 512:768. ComfyUI IPAdapter Plus; ComfyUI InstantID (Native) ComfyUI Essentials; ComfyUI FaceAnalysis; Not to mention the documentation and videos tutorials. Normal operation is not guaranteed for non-binary masks. use the FocalpointFromSegs node to keep the faces in focus when cropping and rescaling. Aug 23, 2023 · Mask Crop Region and then feed the top, left, right, and bottom coordinates to a Image Crop Location node. shape[0:1], "image and image_mask must have the same image size" The text was updated successfully, but these errors were encountered: All reactions Optimize mask generation (feather, shift mask, blur, etc) 🚧 Integration of SEGS for better interoperability with, among others, Impact Pack. In a base+refiner workflow though upscaling might not look straightforwad. The subject or even just the style of the reference image(s) can be easily transferred to a generation. \n- Option 3: Duplicate the load image node and connect its mask to \"optional_context_mask\" in the \"Inpaint Crop node\". Reload to refresh your session. Aug 30, 2024 · Rotating and tilting images/masks to create different angles and zoom levels; Cropping images/masks to get more variation in outputs; Example outputs: If this already is possible with a node, please let me know how to achieve it. SEGM Detector (combined) - Detects segmentation and returns a mask from the input image. Thank you. right: amount to pad right of the image. set it to 2. The comfyui version of sd-webui-segment-anything. Mar 10, 2024 · comfyui_facetools. Think of it as a 1-image lora. - comfyanonymous/ComfyUI Apr 23, 2024 · You signed in with another tab or window. resize_behavior - How to handle pasted images that don't match the size of the area to paste. py to make it work for a batch of images or masks. An All-in-One FluxDev workflow in ComfyUI that combines various techniques for generating images with the FluxDev model, including img-to-img and text-to-img. 0. bounded_image_blend_with_mask() got an unexpected keyword argument 'blend_factor' The text was updated successfully, but these errors were encountered: __init__: Initializes the class with default values for input and output images, masks, and cropping boxes. CATEGORY = 'WAS Suite/Image/Bound'. Masks provide a way to tell the sampler what to denoise and what to leave alone. Mask . py", line 172, in inpaint_crop assert image. Crop Mask. The image area will be white (1) and the padding area black (0), with a smooth transition depending on the chosen blend size. Some useful custom nodes that are not included in ComfyUI core yet - hay86/ComfyUI_AceNodes GitHub community articles Image Face Crop; Image Pixelate; Mask assert image. Jun 25, 2024 · Batch Crop From Mask (BatchCropFromMask): Facilitates cropping images based on masks for AI artists, streamlining workflow with high accuracy. Double-click on an empty part of the canvas, type in preview, then click on the PreviewImage option. unsqueeze(0) if mask. In case you want to resize the image to an explicit size, you can also set this size here, e. 使用图片模版，对图片进行编辑，形成定制化的图片，比如游戏卡牌、海报、商业广告等。 input_image - is an image to be processed (target image, analog of "target image" in the SD WebUI extension); Supported Nodes: "Load Image", "Load Video" or any other nodes providing images as an output; source_image - is an image with a face or faces to swap in the input_image (source image, analog of "source image" in the SD WebUI extension); Saved searches Use saved searches to filter your results more quickly Image Resize custom node for ComfyUI. Flatten Mask Batch - Flattens a Mask Batch into a single Mask. def bounded_image_crop_with_mask(self, image, mask, padding_left, padding_right, padding_top, padding_bottom): image = image. resize - Resize the image to match the size of the area to paste. Contribute to cubiq/ComfyUI_essentials development by creating an account on GitHub. May 26, 2024 · Having used these two nodes in an earlier version, and yolo's person model, it is possible to split the human mask properly Nov 28, 2023 · The current frame is used to determine which image to save. The format is width:height, e. 🚧 Optional ability to output Dino "masks" separately. These custom nodes provide a rotation aware face extraction, paste back, and various face related masking options. " ️ Inpaint Crop" is a node that crops an image before sampling. dim() == 2 else mask. stack instead of torch. SAMDetector (combined) - Utilizes the SAM technology to extract the segment at the location indicated by the input SEGS on the input image and outputs it as a unified It cropped the area around the mask (same area for the image crop also), applied the inpainting and then stitched the back together. As it should. Check my ComfyUI Advanced Understanding videos on YouTube for example, part 1 and part 2. cat in face_parsing_nodes. The origin of the coordinate system in ComfyUI is at the top left corner. 2024/09/13: Fixed a nasty bug in the comfyui节点文档插件,enjoy~~. This mask is used internally by "Merge Image Tile", but it can also be useful as input for "Set Latent Noise Mask" in upscale workflows. . shape[0] == mask. 🚧 Bounding box (bbox) output for detected areas, including images and masks of the bbox. I use these nodes for my img2img workflows where I can pick any image and create a 16:9 diffusion image without manually cropping, scaling the source image. invert_mask: Whether to reverse the mask. detect: Detection method, min_bounding_rect is the minimum bounding rectangle of block shape, max_inscribed_rect is the maximum inscribed rectangle of block shape, and mask-area is the effective area for Dec 14, 2023 · Ok found a solution by using "paste by mask "and using an empty image of the same size as the original as "image_base", then using the cut by mask output as "image_to_paste", and the mask as "mask". The context area can be specified via the mask, expand pixels and expand factor or via a separate (optional) mask. Bounded Image Crop with Mask: Crop a bounds image by mask Bus Node: condense the 5 common connectors into one, keep your workspace tidy (Model, Clip, VAE, Positive Conditioning, Negative Conditioning) If the action setting enables cropping or padding of the image, this setting determines the required side ratio of the image. But the problem is that the removed part of the image due to masking are now black and not transparent. But when I tried the same in the workflow I use, the crop node did not crop the mask. Jul 14, 2024 · File "C:\Users\CHENG\AppData\Roaming\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Inpaint-CropAndStitch\inpaint_cropandstitch. channel. Bounded Image Crop with Mask: Crop a bounds image by mask; Bus Node: condense the 5 common connectors into one, keep your workspace tidy (Model, Clip, VAE, Positive Run!\n\n\n\nHow to increase the context area for the model to know better what to draw:\n- Option 1: Increase context_expand_factor, e. Contribute to CavinHuang/comfyui-nodes-docs development by creating an account on GitHub. inputs¶ image. SAMDetector (combined) - Utilizes the SAM technology to extract the segment at the location indicated by the input SEGS on the input image and outputs it as a unified Refactor tensor concatenation to use torch. dim() == 3 else image. INPUT_TYPES: Defines the input types for the class methods, including the image, mask, and padding. Sep 26, 2023 · Please see attached workflow not sure if PNG workflows come through in GH issues so I'll also copy workflow as a JSON below. May 11, 2024 · " ️ Inpaint Stitch" is a node that stitches the inpainted image back into the original image without altering unmasked areas. rpko umiq oqyert ndq izdvirt dvss rtun lywtysc ele gemti