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adjscc

adaptive/attention deep joint source channel coding

asymmetric-numeral-systems

Exploratory ANS Implementations

awesome-graph-self-supervised-learning

Awesome Graph Self-Supervised Learning

compressai

A PyTorch library and evaluation platform for end-to-end compression research

compression

Data compression in TensorFlow

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-mimo-detection

deep-multiple-description-coding

dim

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

dpict

fidelity_controllable_compression

Implemention of Fidelity Controllable Extreme Image Compression with GAN

gan-slimming

[ECCV 2020] "All-in-One GAN Compression by Unified Optimization" by Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, and Zhangyang Wang

generative-compression

TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression

hinerv

深度学习视频压缩（2023NIPS）

imagecompression_variablerate

Implementation of ICASSP2020 paper "Variable Bitrate Image Compression with Quality Scaling Factors"

imagedenoisegibbssampling

Simple implementation of Gibbs blocked sampling technique to remove noise from an image.

imgcomp-cvpr

TensorFlow implementation of Conditional Probability Models for Deep Image Compression, published in CVPR 2018

infomax

extract features by maximizing mutual information

iot-developer-boot-camp

Quickly get started with Silicon Labs IoT product.

iqa-pytorch

PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, NIMA, DBCNN, WaDIQaM, BRISQUE, PI and more...

jpeg-python

JPEG encoder/decoder written in Python

ldpc

My implementation of LDPC codes. For details visit: https://yairmz.github.io/LDPC/

models

Models and examples built with TensorFlow

modulatedautoencoder

polar

C and MATLAB implementation for Polar encoding and decoding

polar-code

matlab simulation for polar code

polar-codes-software-matlab-

Polar Codes on Matlab Simulation.

polarcode-3gpp-mex

Polar code follow the standards of 3GPP Release 15

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

qmapcompression

Official implementation of "Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform", ICCV 2021