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quantization-algorithms

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nQuantCpp

mcychan /nQuantCpp

nQuantCpp includes top 6 color quantization algorithms for visual c++ producing high quality optimized images.

quality image-processing dithering transparency hilbert-curve cielab visual-cpp color-quantization blue-noise unsupervised-clustering otsu-threshold median-cut otsu-thresholding quantization-algorithms dl3-quantization error-diffusion

UpdatedJul 17, 2025
C++

ZuchniakK /MTKD

Multi-Teacher Knowledge Distillation, code for my PhD dissertation. I used knowledge distillation as a decision-fusion and compressing mechanism for ensemble models.

machine-learning deep-learning knowledge model ensemble-learning knowledge-distillation quantization-algorithms

UpdatedMay 19, 2023
Jupyter Notebook

multimedia-algorithms

mohanedy /multimedia-algorithms

Multimedia Compression and Quantization Algorithms Using Dart & Flutter

android dart ios compression multimedia flutter quantization compression-algorithm quantization-algorithms quantization-tables

UpdatedJan 29, 2021
Dart

nQuantGpp

mcychan /nQuantGpp

nQuantGpp includes top 10 color quantization algorithms for g++ producing high quality optimized images.

opencv image-processing dithering transparency hilbert-curve cielab color-quantization blue-noise unsupervised-clustering otsu-threshold median-cut otsu-thresholding quantization-algorithms dl3-quantization error-diffusion

UpdatedJul 17, 2025
C++

d-becking /efficientCNNs

Finding Storage- and Compute-Efficient Convolutional Neural Networks

sparsity neural-network pytorch quantization entropy-coding neural-architecture-search efficient-inference sparsity-optimization quantization-algorithms efficient-neural-networks micronet-challenge compound-scaling ec2t

UpdatedDec 8, 2022
Python

seyfullahuysal /FIR-Filters

Matlab üzerinde gerçek zamanlı ses sinyallerine FIR ve Adaptiver FIR filtrelerini uygulayarak çıkış sinyaline belirli derecede niceleme yapılarak gösterimi.

signal-processing quantization adaptive-filtering st high-pass-filter low-pass-filter quantization-algorithms band-stop-filter

UpdatedJan 30, 2021
MATLAB

neurips-2019-micronet-challenge

d-becking /neurips-2019-micronet-challenge

NeurIPS 2019 MicroNet Challenge

sparsity neural-network pytorch quantization entropy-coding neural-architecture-search efficient-inference sparsity-optimization quantization-algorithms efficient-neural-networks micronet-challenge compound-scaling ec2t

UpdatedDec 8, 2022
Python

Midhilesh29 /PostTrainingQuantization

compares different pretrained object classification with per-layer and per-channel quantization using pytorch

quantization quantization-algorithms pytorch-quantize model-optimization

UpdatedJun 12, 2020
Python

oleksandr-g-rock /Quantization

Quantization (post-training quantization) your (custom mobilenet_v2) models .h5 or .pb models using TensorFlow Lite 2.4

tensorflow-tutorials quantization tensorflow-examples tensorflowlite quantization-algorithms tensorflow-quantum-classification tensorflow-quantum-example

UpdatedDec 24, 2020
Python

elphinkuo /llamaqt.c

Clean C language version of quantizing llama2 model and running quantized llama2 model

quantization google-colab quantization-algorithms quantization-efficient-network large-language-models

UpdatedSep 8, 2023
C

nouralmulhem /Communication_Assignments

📶 Digital Communication (ELC325B) Assignments Solutions

design communication matlab digital-communication quantization gram-schmidt dequantization quantization-algorithms awgn-channel

UpdatedJul 8, 2023
MATLAB

Gaurav-Van /Fine-Tuning-LLMs

Introductory Guide where we will talk about Different Techniques of Fine Tuning LLMs

lora quantization gemma fine-tuning bitnet quantization-algorithms quantization-aware-training post-training-quantization llms qlora finetuning-llms llama2 1-bit-quantization quantization-from-scratch

UpdatedSep 24, 2024
Jupyter Notebook

anilknayak /quantization

Weight quantization

python machine-learning deep-neural-networks deep-learning quantization quantization-algorithms weight-quantization quantization-algorithm quantization-by-clustering quantization-weight-clustering

UpdatedAug 31, 2020
Python

0xWraith /ImageColorAnalyzer

Java library to grab color palettes from image.

java oop color-palette quantization k-means-clustering quantization-algorithms middle-cut

UpdatedJul 16, 2022
Java

tenglina /quantization

custom K-means Quantization for Deep Learning NNs

machine-learning deep-learning cnn deeplearning quantization-algorithms

UpdatedJun 11, 2024
Python

qnn

stracini-git /qnn

Training neural nets with quantized weights on arbitrarily specified bit-depth

mnist lenet quantization cifar10 binary-neural-networks quantized-neural-networks resnet18 quantization-algorithms quantization-aware-training

UpdatedMar 29, 2024
Python

abdelrahmanhegazy1 /ImageQuantization

csharp algorithms image-processing quantization-algorithms

UpdatedOct 16, 2020

d1pankarmedhi /nn-linear-quantization

linear quantization with W8A16 for neural networks with PyTorch

deep-learning pytorch quantization quantization-algorithms linear-quantization huggingface-transformers llm

UpdatedMay 26, 2025
Python

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