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…
☆28Updated 4 years ago
Alternatives and similar repositories for Video-Compression-Net:
Users that are interested in Video-Compression-Net are comparing it to the libraries listed below
- Recent papers and codes related to deep learning/deep neural network based image compression and video coding framework.☆155Updated 2 years ago
- ☆80Updated 4 years ago
- ☆129Updated last year
- ☆71Updated 3 years ago
- Repository of the paper "Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention Modules"☆192Updated 4 years ago
- ☆231Updated last year
- Project page for the paper: "Liu C, Sun H, Katto J, et al.Learned Video Compression with Residual Prediction and Loop Filter"☆25Updated 3 years ago
- [TIP'2021 - MMM'2020] Down-Sampling Based Video Coding with Degradation-aware Restoration-Reconstruction Deep Neural Network☆32Updated 3 years ago
- Code and data for "Content-aware Convolutional Neural Network for in-loop filtering in High Efficiency Video Coding." (TIP2019)☆24Updated 6 years ago
- ☆51Updated last year
- Spatio-Temporal Entropy Model (STEM) for end-to-end leaned video compression.☆30Updated last year
- A PyTorch implementation of DVC(DVC: An End-to-end Deep Video Compression Framework)☆55Updated 2 years ago
- PyTorch implementation and benchmark of Video Compression☆348Updated 11 months ago
- Context-adaptive neural network based prediction for image compression https://arxiv.org/abs/1807.06244☆24Updated 4 years ago
- ☆62Updated 5 years ago
- ☆21Updated 3 years ago
- The project page of the paper: Ren Yang, Xiaoyan Sun, Mai Xu and Wenjun Zeng, "Quality-Gated Convolutional LSTM for Enhancing Compressed…☆45Updated last year
- ☆40Updated 2 years ago
- ☆61Updated 2 years ago
- Official implementation of the "Efficient Video Compression via Content-Adaptive Super-Resolution" paper in Tensorflow.☆68Updated 3 years ago
- End-to-End Learnt Image Compression Codec☆50Updated 2 years ago
- Repository of the paper "Context-adaptive Entropy Model for End-to-end Optimized Image Compression"☆146Updated 4 years ago
- Lossy compression; Variable rate compresson; Lossless compression;☆62Updated 2 years ago
- ☆19Updated 2 years ago
- ☆27Updated last year
- A Hierarchical Deep Learning Approach for In-loop Filtering in Video Coding☆19Updated 5 years ago
- The training data of learned image compression. The data is from flicker.com.☆37Updated 4 years ago
- A large-scale database for QTMT-based CU partition of VVC.☆26Updated 4 years ago
- ☆29Updated 2 years ago
- ☆56Updated 11 months ago