Step1X-Edit is a practical general-purpose image editing framework that utilizes the image understanding capabilities of MLLMs to parse editing instructions, generate editing tokens, and decode them into images via the DiT network. Its significance lies in its ability to effectively meet the editing needs of real users, enhancing the convenience and flexibility of image editing.

BEN2 (Background Erase Network) is an innovative image segmentation model that employs the Confidence Guided Matting (CGM) process. It utilizes a refinement network specifically designed to handle pixels with lower model confidence, achieving more precise cut-out effects. BEN2 excels in hair segmentation, 4K image processing, object segmentation, and edge refinement. Its base model is open-source, allowing users to try the complete model for free via API or web demonstration. The model's training data includes the DIS5k dataset and a 22K proprietary segmentation dataset, meeting various image processing needs.

Ollama-OCR is an optical character recognition (OCR) model based on Ollama that can extract text from images. It leverages advanced visual language models such as LLaVA, Llama 3.2 Vision, and MiniCPM-V 2.6 to provide high-accuracy text recognition. This model is highly useful for scenarios requiring text information extraction from images, such as document scanning and image content analysis. It is open-source, free to use, and easily integrable into various projects.

Imagenie is a privacy-focused desktop application that brings advanced AI image processing technology to your fingertips. From remarkable image enlargements to precise background removals, Imagenie is designed to help everyone—from hobbyists to professionals—easily transform their images. The product is developed using a modern technology stack, featuring Tauri 2 and Vue 3, offering a lightweight desktop application. Built on ONNX Runtime, it optimizes for lightning-fast processing speeds. With an intuitive user experience design, it combines a powerful toolkit within a user-friendly interface.

ColorFlow is a model designed for coloring image sequences, with a particular focus on preserving the identity of characters and objects during the coloring process. Utilizing contextual information, it accurately generates colors for different elements (such as hair and clothing) in black-and-white image sequences based on a pool of reference images, ensuring consistency with the color references. Through a three-phase diffusion model framework, ColorFlow introduces a novel retrieval-augmented coloring workflow that achieves relevant image coloring without the need for fine-tuning each identity or extracting explicit identity embeddings. Its main advantages include high-quality coloring effects while retaining identity information, which is of significant market value for coloring cartoon or comic series.

HDR is a new technology focused on restoring damaged historical documents, aimed at predicting their original appearance. This technology utilizes the HD28K large-scale dataset and the diffusion-based network, DiffHDR, to address various damages including character loss, paper deterioration, and ink erosion. The primary advantage of HDR is its ability to accurately capture character content and style while ensuring coherence with the background of the restoration area. This technology not only restores damaged documents but also extends to document editing and text block generation, showcasing high flexibility and generalization capabilities. HDR holds significant importance for preserving invaluable culture and civilization.

Color-diffusion is an image coloring project based on diffusion models that utilizes the LAB color space to colorize black and white images. The main advantage of this project lies in its ability to use existing grayscale information (L channel) to predict color information (A and B channels) through model training. This technique is significant in the field of image processing, especially in restoring old photographs and artistic creation. As an open-source project, Color-diffusion was quickly developed by the author to satisfy curiosity and gain experience in training a diffusion model from scratch. The project is currently free and has considerable room for improvement.

face_anon_simple is a facial anonymization technology designed to preserve facial expressions, head poses, gaze directions, and background elements from original photos while safeguarding individual privacy through advanced algorithms. This technology is particularly useful in scenarios where images containing faces need to be published while ensuring personal privacy, such as in news reporting, social media, and security surveillance. The product is based on open-source code, allowing users to deploy and use it flexibly with significant application value.

FLUX.1 Kontext is a revolutionary multimodal AI model that combines text instructions with image editing and generation to enable precise localized editing while maintaining role consistency and style continuity. This product is suitable for professional workflows in marketing content creation, film production, and design.

Unblur Image is an online tool that helps users easily remove image blur and enhance photo clarity. Its main advantages include being fast, free, convenient, suitable for repairing blurry images and improving image quality.

Magic Eraser is an image processing tool that can easily delete unwanted objects such as people, emojis, text, logos, etc., in photos. Its main advantages include being fast, free, no registration required, helping users restore their photos to perfect condition.

AdpexAI is an all-in-one AI tool that generates and edits high-resolution, professional-grade images and videos through text, image, or video input. No design skills are required; it's easy and convenient to use. AdpexAI is dedicated to promoting AI technology in the design field and provides users with high-quality image and video editing services.

Picbolt is a powerful screenshot editor and design tool that helps users quickly create eye-catching screenshots and models. It's suitable for developers, marketers, and content creators. Picbolt features rich functionalities and professional effects, making it an ideal choice to enhance screenshot and design quality without requiring design skills.

Imgkits is an online platform that provides AI image and video processing tools, helping users quickly edit, fix, and customize photos. Its main advantages include powerful AI features, a simple and user-friendly interface, support for multiple image formats, high-efficiency batch processing, etc. Imgkits is positioned as a free online image editing tool suitable for both personal and professional users.

Portal by 20Vision is a free AI platform that can convert images and videos within seconds without registration. It is applicable in marketing, design, architecture, fashion, gaming, e-commerce, and other fields. The main advantages include quick conversion, community sharing, and applicability across multiple industries.

The AI Face Shape Detector is a tool that uses artificial intelligence technology to quickly and accurately detect face shapes, helping users make suitable beauty and style decisions. This product has detailed background information and powerful functions, aiming to provide personalized face analysis services.

Picsman is an AI-driven online photo editor designed specifically for e-commerce and personal users, offering functions such as background removal, object removal, and photo enhancement, aiming to improve the efficiency and quality of image processing. The tool is highly regarded by users for its simple interface and powerful functions, making it suitable for various types of users who need to quickly edit images. Picsman's pricing strategy primarily offers free trials, allowing users to experience its core functions and then delve deeper into their applications.