learned-video-compression

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tukilabs / Video-Compression-Net

A new approach to video compression by refining the shortcomings of conventional approach and substituting each traditional component with their neural network counterpart. Our proposed work consists of motion estimation, compression and compensation and residue compression, learned end-to-end to minimize the rate-distortion trade off. The whole…

tensorflow autoencoder learned-video-compression learned-optical-flow

Updated Mar 7, 2021
Jupyter Notebook

Puiching-Memory / mlvc.cpp

Star

C++ implementation of the MLVC (Microsoft Learned Video Codec) encode/decode pipeline with four isolated NVIDIA GPU inference backends (ONNX Runtime, libtorch, TensorRT, and a self-contained Driver+cubin AOT build) plus rANS entropy coding.

c-plus-plus neural-network cuda aot video-codec entropy-coding tensorrt nvidia-gpu libtorch rans yuv420 onnxruntime learned-video-compression learned-image-compression mlvc

Updated Sep 8, 2026
C++

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