We rebuilt multi‑identity image editing on Qwen Edit around global matching and reward-driven training If you’ve tried to edit images with multiple people, you’ve felt it: faces average together, attributes leak across subjects, and “who’s who?” becomes a guessing game. As the headcount grows, most pipelines
In our continuous effort to push the boundaries of controllable image generation, we've identified and addressed a critical gap in how current ControlNet models interact with the Flux pipeline. Despite the power of ControlNet, existing models — even when paired with Flux Ultra — fell short in several key areas
Introduction In the realm of AI-driven video creation, tools like Runway's Gen-3 Alpha Turbo and Kling have showcased the potential of keyframe-based generation, enabling smooth transitions between specified frames. Inspired by this approach, we present Hunyuan Keyframe LoRA, an open-source solution built upon the Hunyuan Video framework. This
When building a comic creation platform, speed and efficiency are paramount. Users expect rapid feedback, especially when generating images through multiple iterations. To meet this demand, we turned to Adversarial Diffusion Distillation, a cutting-edge technique designed to speed up image generation without sacrificing quality. In this blog post, we'
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Dashtoon Studio is an innovative AI-powered platform designed to empower creators in the art of comic crafting. The immense popularity and profound cultural influence of anime have sparked a fervent demand from our user base for this distinctive style. Recognizing this enthusiasm, we embarked on an ambitious journey to develop