Colorixor

MagicQuill is an intelligent and interactive system that achieves precise image editing. As a highly practical application, image editing encounters a variety of user demands and thus prioritizes excellent ease of use. In this paper, we unveil MagicQuill, an integrated image editing system designed to help users swiftly actualize their creativity. Our system starts with a streamlined yet functionally robust interface, enabling users to articulate their ideas (e.g., inserting elements, erasing objects, altering color, etc.) with just a few strokes. These interactions are then monitored by a multimodal large language model (MLLM) to anticipate user intentions in real-time, bypassing the need for prompt entry. Finally, we apply the powerful diffusion prior, enhanced by a carefully learned two-branch plug-in module, to process the editing request with precise control. It facilitates accurate local edits, enhancing the overall editing experience.

ColorChanger is an AI-powered image color changer for the web that lets anyone recolor hair, clothing, and product objects with professional realism in seconds. Upload a JPG/PNG/WebP, pick a target region detected by our smart object segmentation, and apply new colors with precise H/S/B controls while preserving natural lighting and textures. Ideal for fashion e-commerce, product photography, and creators who need on-brand color variants without reshoots. Plans include pay-as-you-go credits and Pro subscriptions with HD, watermark-free exports, priority processing, and cloud saves. New users get 1 free generation to try. ColorChanger supports English, Español, 日本語, 中文 and runs in any modern browser on desktop & mobile. Privacy-first: HTTPS in transit, temporary processing for uploads, and images are auto-deleted per policy. No public API at this time; support via email and docs.