Jan 29, 2025 · Bytedance * Equal contribution, ... {OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models}, author={Gaojie Lin and Jianwen Jiang and Jiaqi Yang and Zerong Zheng and Chao Liang}, journal={arXiv preprint arXiv:2502.01061}, year={2025} } @article{jiang2024loopy, title={Loopy: Taming Audio-Driven Portrait Avatar ...

3 days ago · View a PDF of the paper titled OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models, by Gaojie Lin and 4 other authors. View PDF HTML (experimental) Abstract: End-to-end human animation, such as audio-driven talking human generation, has undergone notable advancements in the recent few years. However, existing ...

2 days ago · ByteDance’s OmniHuman-1 represents a substantial technical advancement in the field of AI-driven human animation. The model uses a Diffusion Transformer architecture and an omni-conditions training strategy to fuse audio, video, and pose information. It generates full-body videos from a single reference image and various motion inputs ...

4 days ago · Figure 1: The video frames generated by OmniHuman based on input audio and image. The generated results feature head and gesture movements, as well as facial expressions, that match the audio. OmniHuman generates highly realistic videos with any aspect ratio and body proportion, and significantly improves gesture generation and object interaction over …

1 day ago · That’s exactly what OmniHuman-1, the latest breakthrough from ByteDance, the parent company of TikTok, aims to achieve. This AI framework is designed to generate lifelike human motion and speech from minimal input—just an image and an audio sample—solving a key challenge in AI-driven video creation.

3 days ago · Conclusion. OmniHuman-1 represents a significant step forward in AI-driven human animation. By integrating omni-conditions training and leveraging a DiT-based architecture, ByteDance has developed a model that effectively bridges the gap between static image input and dynamic, lifelike video generation.Its capacity to animate human figures from a single …

OmniHuman significantly outperforms existing methods, generating extremely realistic human videos based on weak signal inputs, especially audio. It supports image inputs of any aspect ratio, whether they are portraits, half-body, or full-body images, delivering more lifelike and high-quality results across various scenarios. </ span > </ small >

3 days ago · ByteDance OmniHuman-1 - YouTube. From a famous black and white photo of Einstein, a video was generated that looks as if he were actually giving a lecture, which is very realistic, except for the ...

2 days ago · How OmniHuman uses 18,700 hours of training data to create realistic motion “End-to-end human animation has undergone notable advancements in recent years,” the ByteDance researchers wrote in ...

2 days ago · Researchers from TikTok owner ByteDance have demoed a new AI system, OmniHuman-1, that can generate perhaps the most realistic deepfake videos to date. Deepfaking AI is a commodity. There’s no ...