Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression

主打解析编码器内部逻辑和参数说明，从基础到全网没人讲的算法，没人画的图解，没人做的排版整理全都在此集齐；因此叫Ultimate Tutorial

AIKA is a new type of artificial neural network designed to more closely mimic the behavior of a biological brain and to bridge the gap to classical AI. A key design decision in the Aika network is to conceptually separate the activations from their neurons, meaning that there are two separate graphs. One graph consisting of neurons and synapses…

Entropy coders for research and production in Python and Rust.

Data Compression using Arithmetic Encoding in Python

NHW : A Next-Generation Image Compression Codec

TurboRC - Fastest Range Coder + Arithmetic Coding / Fastest Asymmetric Numeral Systems

Massively Parallel Huffman Decoding on GPUs

YAECL: Yet Another Entropy Coding Library for Neural Compression Research, with Arithmetic Coding and Asymmetric Numeral Systems support

An arithmetic coder for Rust.

This project is being developed as part of a Master's degree research sponsored by Brazil's CNPQ. It's goal is to design a hardware architecture to accelerate the AV1 arithmetic encoder.

A lightweight rANSCoder meant for rapid prototyping.

TensorFlow implementation of MRIC (Multi-Realism Image Compression with a Conditional Generator, CVPR 2023)

novel high throughput entropy encoder for BWT data

Some of the fastest decoding range-based Asymetric Numeral Systems (rANS) codecs for x64

Text compression tool ⚡

Finding Storage- and Compute-Efficient Convolutional Neural Networks

Source code of "Density-Based Geometry Compression for LiDAR Point Clouds", accepted by EDBT'23 - By Xibo Sun and Prof. Qiong Luo

NeurIPS 2019 MicroNet Challenge

Image compression practice for Undergraduate