Entropy coders for research and production in Python and Rust.
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Updated
Jun 10, 2024 - Rust
Entropy coders for research and production in Python and Rust.
NHW : A Next-Generation Image Compression Codec
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…
Text compression tool ⚡
arithmetic encoder decoder, C port of Amir Said's FastAC
rANS encoder and decoder for Rust
Data Compression using Arithmetic Encoding in Python
TensorFlow implementation of MRIC (Multi-Realism Image Compression with a Conditional Generator, CVPR 2023)
This Python repository provides an implementation for JPEG image compression with both low and high compression modes. The script employs various transformations and compression techniques to optimize the file size of JPEG images while preserving acceptable image quality.
Audio coding lecture for IUT and ESRA
Some of the fastest decoding range-based Asymetric Numeral Systems (rANS) codecs for x64
TurboRC - Fastest Range Coder + Arithmetic Coding / Fastest Asymmetric Numeral Systems
This repository is for reproducing the results shown in the NNCodec ICML Workshop paper. Additionally, it includes a demo, prepared for the Neural Compression Workshop (NCW).
YAECL: Yet Another Entropy Coding Library for Neural Compression Research, with Arithmetic Coding and Asymmetric Numeral Systems support
rANS Compressor written in C++
Let's figure out the minimum bit rate for a computer vision task (object detection or instance segmentation).
A lightweight rANSCoder meant for rapid prototyping.
An arithmetic coder for Rust.
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