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.

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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.

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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.

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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.

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

24 Nov 2024

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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.

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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.

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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

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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