# Image processing

RightHair is an AI-based hairstyle changer that allows users to try different hairstyles, colors, and cuts by uploading a photo, without actually cutting their hair. Its main advantages include fast and accurate hairstyle changes, privacy protection, and convenient multi-platform use. RightHair is positioned as a virtual hairstyle testing tool to help users make informed decisions before changing their hairstyle.

The AI Ease Video Watermark Removal tool uses AI technology to precisely and quickly erase watermarks, logos, and text from videos, providing users with clear and high-definition video output. The product is positioned to provide users with convenient and efficient video watermark removal services.

StarVector is an advanced generative model designed to transform images and text instructions into high-quality scalable vector graphics (SVG) code. Its key advantages lie in its ability to handle complex SVG elements and excel across various graphic styles and complexities. As an open-source resource, StarVector drives innovation and efficiency in graphic design, suitable for various applications including design, illustration, and technical documentation.

Thera is an advanced super-resolution technique capable of generating high-quality images at various scales. Its main advantage lies in its built-in physical observation model, effectively avoiding aliasing artifacts. Developed by a research team at ETH Zurich, this technology is applicable to image enhancement and computer vision, particularly in remote sensing and photogrammetry.

Flux.1 Lite is an 8B parameter text-to-image generation model published by Freepik, extracted from the FLUX.1-dev model. This version reduces RAM usage by 7GB compared to the original model and improves runtime speed by 23% while maintaining the same precision (bfloat16) as the original model. The release of this model aims to make high-quality AI models more accessible, especially for consumer-grade GPU users.

The free AI Image Generator makes it easy to create and edit images. Utilizing generative AI technology, it can produce unique art, anime-style images, and many other types of images based on your text. It can also be used to generate royalty-free stock photos, avatars, wallpapers, and more. The free AI Image Generator is suitable for various applications, with endless possibilities.

PaintsUndo is an AI model specializing in digital painting behavior, capable of simulating and recreating brushstrokes and steps in the painting process. It analyzes static images as input, extracts the basic lines of the painting sketch, enables interpolation based on existing external sketches, and can even convert anime-style works into sketch styles. This model holds significant importance in image processing and has wide applications in art creation, education, and entertainment.

AuraSR is a Super-Resolution model based on GAN, which enhances the quality of generated images through image conditional enhancement techniques. The model is implemented as a variant of the GigaGAN paper and utilizes the Torch framework. AuraSR's strength lies in its ability to effectively improve the resolution and quality of images, making it suitable for the field of image processing.

IllumiNeRF is a 3D relighting technology that recovers a 3D representation from a series of images of an object captured under unknown lighting conditions, allowing it to be rendered from new viewpoints under target illumination. This technique avoids traditional methods based on inverse rendering, which often involve optimization through differentiable Monte Carlo rendering, a process that is both fragile and computationally expensive. IllumiNeRF employs a simpler approach: first, it uses an image diffusion model to relight each input image, and then it uses these re-lit images to reconstruct a Neural Radiance Field (NeRF) model, enabling rendering of new views under target illumination. This approach has achieved surprisingly competitive performance and state-of-the-art results in multiple relighting benchmark tests.

Remix Yourself is an online design tool based on AI technology created by Omer Karisman, aimed to offer users a personalized visual重塑vition experience through a diffusion pipeline created for zero-shot style portrait generation. The product generates unique portrait links through AI processing of 3 images uploaded by users, not only showcasing AI applications in image processing but also providing a novel way for self-expression.

AWPortrait is a model dedicated to generating AI portrait photos, aiming to enhance the authenticity of photos through technology. Through continuous optimization of training, the generated portrait photos are more lifelike, incorporating Eastern elements such as cheongsam and Hanfu, enhancing both indoor and outdoor effects. It optimizes the potential distortion of facial close-ups and allows for age adjustment of the subjects. AWPortrait is suitable for both personal and commercial use, but should comply with relevant usage agreements.

PhotoMagic is an image processing tool that utilizes artificial intelligence technology. It allows users to quickly generate commercial-grade images with simple operations. Its main advantages include speed and efficiency, significantly reducing image processing costs. It is designed to help users quickly generate attractive images in e-commerce and other scenarios.

HairFastGAN is a method for high-resolution, near real-time performance, and excellent reconstruction hair transfer. It employs a novel architecture operating within the FS latent space of StyleGAN, enhanced recovery methods, and an improved encoder for better alignment, color transfer, and post-processing. In the most challenging cases, it can transfer hair shape and color from one image to another in under a second.

SwapAnything is a novel framework that allows for the swapping of any object in an image based on personalized concepts provided as references, while preserving the context. Compared to existing personalized theme-swapping methods, SwapAnything boasts three unique advantages: (1) precise control over any object and portions, rather than just the theme, (2) more faithful preservation of contextual pixels, and (3) a better adaptation of personalized concepts to imagery. It achieves this through targeted variable swapping on latent feature maps, swapping masked variables to maintain faithful context and initial semantic concept swapping. Afterwards, through appearance adjustments, the semantic concept is seamlessly integrated into the original image, encompassing target location, shape, style, and content. Extensive results on both manual and automatic evaluations demonstrate our method's significant improvement over baseline methods in personalized swapping. Furthermore, SwapAnything showcases precise and faithful swapping capabilities across tasks involving single objects, multiple objects, partial objects, and cross-domain swapping. SwapAnything also excels in text-based swapping and beyond swapping tasks, such as object insertion.

ComfyUI-SuperBeasts is an image processing application designed to enhance the dynamic range and visual appeal of images. It offers a set of adjustable parameters for finetuning HDR effects according to user preferences. The application features: * Adjust the intensity of shadows, highlights, and overall HDR effect; * Apply gamma correction to control overall brightness and contrast; * Enhance contrast and color saturation for more vibrant results; * Preserve color accuracy by processing images in the LAB color space; * Utilize brightness-based masks for targeted adjustments; * Blend adjusted luminosity with the original luminosity to achieve a balanced effect.

Favicon Helper is a tool for creating and editing web content. It offers a variety of features and advantages, including an easy-to-use interface, multiple design style options, image cropping and resizing, background removal, logo generation, and Favicon export. Favicon Helper is suitable for individual and corporate users and can help them quickly create professional web content. The product offers flexible pricing options, with both free and paid versions available.

img2img-turbo is an open-source project that improves upon the original img2img project, aiming to provide faster image-to-image conversion speeds. The project utilizes advanced deep learning techniques and can handle various image transformation tasks, such as style transfer, image coloring, and image restoration.

Blur ID is an automatic blurring tool that can detect and blur privacy text, avatars, and QR codes in photos/screenshots to protect privacy. Users can customize avatars to achieve an immersive blurring effect. The application runs entirely locally, without a server, ensuring privacy safety. Supported content for blurring includes faces, sensitive text, avatars, QR codes, and barcodes. The software improves recognition accuracy through continuous model optimization. Blur ID offers a free version and a paid subscription service, with the paid version providing more advanced features.

StreamMultiDiffusion is a real-time interactive multi-text-to-image generation platform. Users can generate images based on specified regional text prompts. It enables creative expression by manipulating meaning rather than color, akin to painting with words.

SPM implements concept elimination in a non-invasive, precise, and transferable way. Through the Semi-Permeable structure, any DM can be injected to learn targeted elimination, while a novel potential localization fine-tuning strategy effectively mitigates the issues of variation and erosion. SPMs can be flexibly combined and plugged into other DMs without readjustment, adapting to diverse scenario needs. This product is positioned to solve the problems of generation variation, transfer difficulty, and deployment efficiency of existing elimination methods. For more details, please visit the official website.

cog-become-image is an AI model that can adapt any facial image to another image. This project provides a link to run this model on Replicate, as well as a guide for running it in ComfyUI. It also provides detailed steps for local development and running a Web UI.

magi is a model for automatically generating text records for comics. It can detect characters, text blocks, and panels in comics and arrange them in the correct order. Additionally, the model can cluster characters, match text to its corresponding speaker, and perform OCR to extract text.

StableDrag is a point-based image editing framework designed to address the issues of inaccurate point tracking and incomplete motion supervision in existing drag-and-drop methods. It employs a discriminative point tracking method and a confidence-based latent enhancement strategy. The former accurately localizes updated handle points, improving stability for long-distance operations; the latter ensures that the quality of the optimized latent representation is as high as possible throughout all operational steps. The framework instantiates two image editing models, StableDrag-GAN and StableDrag-Diff, which demonstrate more stable drag performance through extensive qualitative experiments and quantitative evaluations on the DragBench."

Depthify.ai is a tool that converts RGB images into various spatial formats compatible with Apple Vision Pro and Meta Quest. By converting RGB images to spatial photos, it supports various computer vision and 3D modeling applications. It can generate depth maps, stereoscopic images, and HEIC files, which can be used on Apple Vision Pro.

Lummi offers high-quality stock photos and royalty-free images generated by AI, aiming to provide users with unique and diverse image resources. These images cover a wide range of categories, including animals, art, disability, flowers, landscapes, street photography, travel, and health.

NUWA is a suite of research projects developed by Microsoft, including NUWA, NUWA-Infinity, NUWA-LIP, Learning 3D Photography Videos, and NUWA-XL. These projects focus on pre-trained models for visual synthesis, capable of generating or manipulating visual data such as images and videos to perform various visual synthesis tasks.

sd-forge-layerdiffuse is a work in progress extension that generates transparent images and layers. It utilizes Latent Transparency technology. Currently, it supports image generation and basic layer functionality, but the conversion of transparent images to images is not yet complete. The code base is highly dynamic and there may be significant changes in the next month.

Wipe BG is a free online background remover tool that runs directly in your browser, ensuring user privacy data security. It allows for high-precision background removal without uploading images, processing locally for fast and accurate results across various scenarios.

Anthropic Cookbook provides code and guides to help developers build projects using Claude. It offers reproducible code snippets that are easy to integrate into your own projects. These examples are primarily written in Python, but the concepts can be adapted to any programming language that supports interaction with the Anthropic API.

AIRemover is an AI-powered online image background removal tool that can automatically remove image backgrounds in 5 seconds without manually selecting pixels. Users only need to upload the image to bgremove.club and immediately witness the magical transformation. Let AI help you complete the tedious work. The product is powered by Replicate and Bytescale and created by AI. It has the advantages of amazing background removal effect, support for portraits, products, animals and other images, and completely free automatic use. Suitable for users who need fast and intelligent background removal.