What is HunyuanCustom?
HunyuanCustom represents a sophisticated framework designed for the creation of tailored videos across various modalities, prioritizing the preservation of subject consistency while considering factors related to images, audio, video, and text. The framework builds on HunyuanVideo and integrates a text-image fusion module, drawing inspiration from LLaVA to enhance multi-modal understanding, as well as an image ID enhancement module that employs temporal concatenation to fortify identity features across different frames. Moreover, it introduces targeted condition injection mechanisms specifically for audio and video creation, along with an AudioNet module that achieves hierarchical alignment through spatial cross-attention, supplemented by a video-driven injection module that combines latent-compressed conditional video using a patchify-based feature-alignment network. Rigorous evaluations conducted in both single- and multi-subject contexts demonstrate that HunyuanCustom outperforms leading open and closed-source methods in terms of ID consistency, realism, and the synchronization between text and video, underscoring its formidable capabilities. This groundbreaking approach not only signifies a meaningful leap in the domain of video generation but also holds the potential to inspire more advanced multimedia applications in the years to come, setting a new standard for future developments in the field.
Integrations
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HunyuanOCR
Tencent Hunyuan is a diverse suite of multimodal AI models developed by Tencent, integrating various modalities such as text, images, video, and 3D data, with the purpose of enhancing general-purpose AI applications like content generation, visual reasoning, and streamlining business operations. This collection includes different versions that are specifically designed for tasks such as interpreting natural language, understanding and combining visual and textual information, generating images from text prompts, creating videos, and producing 3D visualizations. The Hunyuan models leverage a mixture-of-experts approach and incorporate advanced techniques like hybrid "mamba-transformer" architectures to perform exceptionally in tasks that involve reasoning, long-context understanding, cross-modal interactions, and effective inference. A prominent instance is the Hunyuan-Vision-1.5 model, which enables "thinking-on-image," fostering sophisticated multimodal comprehension and reasoning across a variety of visual inputs, including images, video clips, diagrams, and spatial data. This powerful architecture positions Hunyuan as a highly adaptable asset in the fast-paced domain of AI, capable of tackling a wide range of challenges while continuously evolving to meet new demands. As the landscape of artificial intelligence progresses, Hunyuan’s versatility is expected to play a crucial role in shaping future applications.
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HunyuanVideo-Avatar
HunyuanVideo-Avatar enables the conversion of avatar images into vibrant, emotion-sensitive videos by simply using audio inputs. This cutting-edge model employs a multimodal diffusion transformer (MM-DiT) architecture, which facilitates the generation of dynamic, emotion-adaptive dialogue videos featuring various characters. It supports a range of avatar styles, including photorealistic, cartoon, 3D-rendered, and anthropomorphic designs, and it can handle different sizes from close-up portraits to full-body figures. Furthermore, it incorporates a character image injection module that ensures character continuity while allowing for fluid movements. The Audio Emotion Module (AEM) captures emotional subtleties from a given image, enabling accurate emotional expression in the resulting video content. Additionally, the Face-Aware Audio Adapter (FAA) separates audio effects across different facial areas through latent-level masking, which allows for independent audio-driven animations in scenarios with multiple characters, thereby enriching the storytelling experience via animated avatars. This all-encompassing framework empowers creators to produce intricately animated tales that not only entertain but also connect deeply with viewers on an emotional level. By merging technology with creative expression, it opens new avenues for animated storytelling that can captivate diverse audiences.
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Company Facts
Company Name:
Tencent
Date Founded:
1998
Company Location:
China
Company Website:
hunyuancustom.github.io
Product Details
Deployment
Linux
Training Options
Documentation Hub
Video Library
Support
Web-Based Support
Product Details
Target Company Sizes
Individual
1-10
11-50
51-200
201-500
501-1000
1001-5000
5001-10000
10001+
Target Organization Types
Mid Size Business
Small Business
Enterprise
Freelance
Nonprofit
Government
Startup
Supported Languages
English