Most AI generated images these days look AI generated. You know the vibe that’s overly sharp edges, surreal lighting, weird textures. Even top tier models need detailed prompting other wise they fall into trap of oversaturated, plastic like visuals. Developed…
You already been with Wan 2.1 , you probably already know its one of the most solid open-source models out there for image and video generation. But now, Wan 2.2 is about to raise the bar even higher. Wan 2.2 is…
Image editing models often struggle when it comes to following complex instructions. Some models over-edit and ruin parts that should not change, while others fail to accurately apply the desired modification. And when you throw in tasks like style transfer,…
Most recent video restoration models (like SeedVR1) are accurate but slow, they use many diffusion steps, which takes time and GPU power. Then SeedVR2 has been released by ByteDance registered under Apache2.0 license fix this problem. Some image models learned to…
Most AI video generation models like Sora, Kling, and CogVideoX do well with real-world videos. But they struggle with animation. Because animation has its own rules like exaggerated motion, unique art styles, and unrealistic physics. And judging the quality of…
Now, creating your own model stylized editor is easier. By training a LoRA for image editing, FLUX.1 Kontext [dev] is a powerful place to start on Windows/Linux based systems. We will follow the step by step process to train a…
You must have been keeping up with the image/video generation models and probably noticed the explosion of diffusion based model variants shared by many developers on Github and Hugging Face. No matter what Stable Diffusion WebUI (ForgeUI, ComfyUI, Automatic1111,…
Until now, high-performance image editing with generative models was locked behind closed APIs and proprietary tools thats limiting innovation, control, and accessibility for developers and researchers. FLUX.1 Kontext changes that. Built by Black Forest Labs, this open-source 12B parameter model…
Creating cinematic, detailed, and dynamic text to video content usually requires big models that are slow and extremely resource-heavy. We tried and even commercial grade models often struggle to strike a balance between motion realism, visual fidelity, and practical speed…
Creating realistic 3D assets is still a tough challenge, especially when balancing high-quality geometry with rich, physically accurate textures. Hunyuan3D released by Tencent, is a scalable 3D asset creation system that pushes the state of the art with two…
Audio-driven human animation faces three critical problems like maintaining character consistency in dynamic videos, achieving precise emotion alignment between audio and visuals, and enabling multi-character dialogue scenes. HunyuanVideo-Avatar delivers dynamic, emotionally accurate, multi-character dialogue videos that solve these exact challenges…
Often choosing between AI models like Flux and HiDream can be confusing. As they both claim to generate stunning visuals. So, we ran a head-to-head comparison to see which one truly performs better. Using the same prompts, we tested both…