Hyper-Realistic Human Generation with Latent Structural Diffusion: Licenses

25 Nov 2024

Explore the innovative HyperHuman framework and its powerful Latent Structural Diffusion Model for generating high-realism human images.

HyperHuman vs. ControlNet, SDXL, and More: The Ultimate Human Image Generation Showdown

25 Nov 2024

HyperHuman outperforms top models in generating realistic, text-aligned human images, showcasing superior results across diverse environments and age groups.

Impact of Random Seed and Model Robustness on High-Quality Human Image Generation

25 Nov 2024

Explore how HyperHuman performs consistently across different random seeds, ensuring robustness in image quality and alignment.

HyperHuman Tops Image Generation Models in User Study

24 Nov 2024

Discover the findings from an extensive user study where HyperHuman outshines competing text-to-image models in image quality, realism, aesthetics, and more.

How Pose, Depth, and Surface-Normal Impact HyperHuman’s Image Quality

24 Nov 2024

In-Depth Analysis of Human Image Generation Models

24 Nov 2024

Explore additional insights into HyperHuman’s performance, including FID-CLIP curves, human preference-related metrics, and detailed pose accuracy analysis.

How HyperHuman Pushes the Boundaries of Realistic Human Image Generation

24 Nov 2024

HyperHuman introduces a new framework for generating realistic human images with joint learning of image appearance, spatial relationships, and geometry.

HyperHuman Ablation Study: Optimal Expert Branch Design for Improved Image Generation

24 Nov 2024

An ablation study of HyperHuman explores different configurations for expert branches in latent structural diffusion

HyperHuman Sets New Benchmark for Realism and Pose Accuracy in Human Image Generation

24 Nov 2024

HyperHuman achieves top rankings in image quality, pose accuracy, and text-image alignment, passing other state-of-the-art models in a comprehensive evaluations