Image scale to side comfyui python
Image scale to side comfyui python. I also have a node that scales the image to the desired dimensions while keeping the aspect ratio in tact- and allows you to automatically keep the subject of the image focussed (for example the faces as shown in the screenshot below). # dimension and a colour channel. Jul 6, 2024 · Load the AI upscaler workflow by dragging and dropping the image to ComfyUI or using the Load button to load. This custom node provides various tools for resizing images. The goal is resizing without distorting proportions, yet without having to perform any calculations with the size of the original image. Use ImageCompositeMasked (ComfyUI vanilla node) to combine it with another image. # note that this example expects images to always have a batch. Nov 24, 2023 · use the FocalpointFromSegs node to keep the faces in focus when cropping and rescaling. g. Let's you apply a modulo if needed. Right-click on an empty space. Apr 3, 2024 · Rotate Image: Rotates an image and outputs the rotated image and a mask. May 10, 2024 · Resizing Images with ComfyUI and PyTorch: A Guide. Small description. Automate calculation depending on image sizes or something you want. I also have a node that scales the image to the desired dimensions while keeping the aspect ratio in tact- and allows you to automatically keep the subject of the image focussed (for example the faces as shown in the screenshot below). May 10, 2024 · For the desired behaviour, you need to modify the image to match the expected input shape of torchvision. def resize_image(self, image, height, width): Upscale Image Documentation. In this article, we will cover the basics of resizing images using the ComfyUI library in Python, with a focus on the PyTorch library. Math nodes. Easier (or not) editing multiple values of various nodes. We will explore the key concepts, functions, and classes needed to resize images programmatically. Select Add Node > image > upscaling > Ultimate SD Upscale. . Resize, e. Nodes description. Scale Image to Side: Scales an image to the selected side (width, height, shortest, longest). transpose the array to be channel-first. Class name: ImageScale; Category: image/upscaling; Output node: False; The ImageScale node is designed for resizing images to specific dimensions, offering a selection of upscale methods and the ability to crop the resized image. Image Resize for ComfyUI. Modded scalers (scale by side/ratio) String manipulations (Replace, Concat, Search) Single debug output node for any types with widget. 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. If a mask is present, it is resized and modified along with the image. fed irkfo nixzxi isci rojh uvtr jpxrkg zvpzz luy nkl