Inclusive breakthroughs in technology adoption
Diffuman4D has been optimized by algorithms to achieve the civilian application of professional-grade effects:
- Inputs only need video shot by a normal smartphone (720p/30fps)
- Supports NVIDIA RTX 3060 (8GB VRAM) and above graphics cards
- 10-second video processing time controlled within 10 minutes
- Real-time rendering frame rates up to 90FPS@1080p
This hardware requirement is significantly lower than that of traditional motion capture systems (which usually require millions of optical devices). Actual cases show that an animation studio used three iPhones to shoot the material, through the Diffuman4D generated TV series-level character animation, cost reduction of 98%. the system is also specially optimized for memory management, 4DGS model can be adaptively adjusted through the LOD (level of detail) technology to adjust the accuracy, to meet the operating requirements of mobile VR devices.
This answer comes from the articleDiffuman4D: Generating High-Fidelity 4D Human Body Views from Sparse VideoThe
