https://github.com/lucidrains/vector-quantize-pytorch

Vector (and Scalar) Quantization, in Pytorch

artificial-intelligence deep-learning pytorch scalar-quantization vector-quantization

Last synced: 16 Jan 2026

https://github.com/JustGlowing/minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

clustering dimensionality-reduction kohonen machine-learning manifold-learning neural-networks outlier-detection self-organizing-map som unsupervised-learning vector-quantization

Last synced: 01 May 2025

https://github.com/tencentarc/vqfr

ECCV 2022, Oral, VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder

face-restoration vector-quantization

Last synced: 16 Aug 2025

https://github.com/jina-ai/annlite

⚡ A fast embedded library for approximate nearest neighbor search

approximate-nearest-neighbor-search cython hnsw image-search information-retrieval neural-search product-quantization vector-quantization vector-search

Last synced: 31 Jul 2025

https://github.com/sony/sqvae

Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)

bayesian deep-generative-model generative-model gumbel-softmax machine-learning pytorch vae variational-autoencoder vector-quantization vq-vae

Last synced: 21 Aug 2025

https://github.com/lucidrains/titok-pytorch

Implementation of TiTok, proposed by Bytedance in "An Image is Worth 32 Tokens for Reconstruction and Generation"

artificial-intelligence deep-learning image-generation vector-quantization

Last synced: 07 Apr 2025

https://github.com/uber-research/permute-quantize-finetune

Using ideas from product quantization for state-of-the-art neural network compression.

deep-learning network-compression vector-quantization

Last synced: 11 Apr 2025

https://github.com/multimediamike/dreamroq

A RoQ video playback system for the Sega Dreamcast video game console

c dreamcast vector-quantization video video-codec

Last synced: 04 Apr 2025

https://github.com/habedi/vq

A vector quantization library for Rust :crab:

algorithms clustering data-compression machine-learning nearest-neighbor-search rust-lang rust-library similarity-search vector-quantization vector-search

Last synced: 04 Jul 2025

https://github.com/gtiwari333/speech-recognition-java-hidden-markov-model-vq-mfcc

Automatically exported from code.google.com/p/speech-recognition-java-hidden-markov-model-vq-mfcc

audio-recorder fast-fourier-transform hidden-markov-model java java-sound-api java-speech-recognition k-means-clustering k-means-clustering-java speech-recognition vector-quantization

Last synced: 29 Oct 2025

https://github.com/idsia/kohonen-vae

Official repository for the paper "Topological Neural Discrete Representation Learning à la Kohonen" (ICML 2023 Workshop on Sampling and Optimization in Discrete Space)

kohonen-map pytorch self-organizing-map vector-quantization vq-vae

Last synced: 28 Apr 2025

https://github.com/sherifabdlnaby/vector-quantization-lbg-image-compression

A Java program that implments Vector Quantization LBG Algorithm on greyscale RAW images, user determines the compression level.

lbg vector-quantization

Last synced: 26 Apr 2025

https://github.com/mehdihosseinimoghadam/signal-processing

Signal Processing with Python and Librosa

griffinlim librosa melspectrogram python signal-processing spectrogram torchaudio variational-autoencoder vector-quantization voice voice-reconstruction voice-synthesis vq-vae

Last synced: 22 Jul 2025

https://github.com/ahmed-ibrahim-30/vector_quantization

Compress image to pixels by vector quantizations

compression-algorithm data-compression data-compression-algorithms image-compression pixels vector-quantization

Last synced: 11 Feb 2026

https://github.com/droidadroit/variable-block-size-image-compression

Compression of an image by using variable block-size for vector quantization.

edge-detection image-compression vector-quantization

Last synced: 03 Aug 2025

https://github.com/mbari-org/ecoz2rs

ECOZ2 in Rust

hidden-markov-models hmm k-means linear-predictive-coding signal-recognition supervised-learning unsupervised-learning vector-quantization

Last synced: 11 Mar 2026

https://github.com/gtiwari333/mouse-gesture-recognition-java-hidden-markov-model

Automatically exported from code.google.com/p/mouse-gesture-recognition-java-hidden-markov-model

gesture gesture-recognizer hidden-markov-model hmm java vector-quantization viterbi-algorithm

Last synced: 23 Apr 2025

https://github.com/droidadroit/som

Compression of an image by Self organizing map.

artificial-neural-networks clustering image-compression som vector-quantization

Last synced: 13 Jun 2025

https://github.com/bernatmarcilla/image-vector-quantizer

Python images vector quantizer lossy compressor and decompressor.

image-compressor image-decompressor mean-square-error python quantizer vector-quantization

Last synced: 13 Sep 2025

https://github.com/lucadellalib/focalcodec

A low-bitrate single-codebook 16 kHz speech codec based on focal modulation

codec deep-learning focal-modulation neural-speech-coding pytorch speech-synthesis vector-quantization vocos wavlm

Last synced: 04 Jul 2025

https://github.com/andrewboessen/simple-1d-tokenizer

Simple 1D image tokenizer from the paper An Image is Worth 32 Tokens for Reconstruction and Generation

image-tokens vector-quantization vision-transformer

Last synced: 06 Oct 2025

https://github.com/buhman/pvrtool

Dreamcast image format and VQ conversion tool, originally authored by Sega of Europe and Imagination Technologies

dreamcast imagination-technologies lloyds-algorithm sega-of-europe vector-quantization

Last synced: 25 Oct 2025

https://github.com/droidadroit/neural-gas

Compression of an image by Neural gas.

artificial-neural-networks image-compression neural-gas vector-quantization

Last synced: 28 Mar 2025

https://github.com/jaewonson37/topics_in_artificial_intelligence

Topic: Image Completion using Masked Generative Transformers

autoregressive-models computer-vision discrete-latent-space generative-model gpt-style-transformer image-reconstruction masked-token-model maskgit semantic-inpainting vector-quantization vqgan

Last synced: 02 Jul 2025

https://github.com/mehdidc/vqvae_lightning

pytorch pytorch-lightning pytorch-vqvae vector-quantization vqvae

Last synced: 15 May 2025

https://github.com/sohambasu07/3dqd_shapegeneration

PyTorch implementation of 3DQD with modifications (Deep Learning Lab - Uni Freiburg)

3d-reconstruction deep-learning pytorch shapenet tsdf variational-autoencoder vector-quantization

Last synced: 18 Oct 2025

https://github.com/moheladwy/vectorquantization

This is the Implementation for the Vector Quantization Algorithm using java.

compress-images compression-algorithm compression-implementations java java-swing java-swing-application java-swing-gui swing swing-application swing-gui vector-quantization

Last synced: 02 Mar 2025

https://github.com/richardslater/ai-ml-playground

A playground for Artificial Intelligence and Machine Learning, mostly experiments, possibly something more here and there.

art artificial-intelligence machine-learning neural-network vector-quantization

Last synced: 02 Mar 2025