We are excited to introduce UniFab Smoother AI — a deep learning-based video frame interpolation technology designed to address frame rate drops that cause choppy playback and poor viewing experiences.
🔗 Article Link:UniFab Video Smoother AI|Boost Video Up to 120 FPS
🌟Principles of UniFab Smoother AI
Temporal Information Extraction in Pixel and Latent Spaces
UniFab innovatively combines temporal information extraction from pixel and latent spaces, using 3D wavelet transforms and Brownian bridge diffusion models to precisely capture spatiotemporal details and efficiently generate natural, smooth intermediate frames.
End-to-End Neural Networks
UniFab employs end-to-end neural networks integrating Transformer architectures and latent diffusion models, breaking free from traditional optical flow reliance to enhance interpolation quality and model generalization.
Fast and High-Quality Models
The fast model greatly boosts inference speed, ideal for real-time video processing;
The high-quality model is designed for complex dynamic scenes, ensuring exceptional visual detail and coherence.
🎥 Watch our video to learn more
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