Topic: "binarized-neural-networks"
Efficient-ML/Awesome-Model-Quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
Size: 61.5 MB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 2,084 - Forks: 221
larq/larq
An Open-Source Library for Training Binarized Neural Networks
Language: Python - Size: 1020 KB - Last synced at: 3 days ago - Pushed at: 9 months ago - Stars: 718 - Forks: 86
caiyuanhao1998/MST
A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.
Language: Python - Size: 7.57 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 706 - Forks: 79
larq/compute-engine
Highly optimized inference engine for Binarized Neural Networks
Language: C++ - Size: 4.96 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 250 - Forks: 36
ashutoshbsathe/scarpet-nn
Tools and libraries to run neural networks in Minecraft :pick:
Language: Python - Size: 4.72 MB - Last synced at: 12 days ago - Pushed at: about 2 years ago - Stars: 147 - Forks: 7
larq/zoo
Reference implementations of popular Binarized Neural Networks
Language: Python - Size: 1.24 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 107 - Forks: 20
Enderdead/Pytorch_Quantize_impls
Some recent Quantizing techniques on PyTorch
Language: Python - Size: 190 KB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 72 - Forks: 10
plumerai/rethinking-bnn-optimization
Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"
Language: Python - Size: 39.1 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 64 - Forks: 15
htqin/BiBench
This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.
Language: Python - Size: 110 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 41 - Forks: 3
yashkant/quantized-nets
Contains code for Binary, Ternary, N-bit Quantized and Hybrid CNNs for low precision experiments.
Language: Python - Size: 43.9 KB - Last synced at: 25 days ago - Pushed at: over 6 years ago - Stars: 24 - Forks: 7
codezonediitj/BNN
Deep Learning Framework with a specialisation aimed for Binarized Neural Networks.
Language: C++ - Size: 86.9 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 7
nikvaessen/Rethinking-Binarized-Neural-Network-Optimization Fork of bsridatta/Rethinking-Binarized-Neural-Network-Optimization
Reproduction of "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization" for the Reproducibility challenge@NeurIPS19
Language: Jupyter Notebook - Size: 3.62 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 2
teobaluta/NPAQ
Neural Property Approximate Quantifier
Language: Python - Size: 2.04 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0
msakai/bnn-verification
BNN verification dataset for Max-SAT Evaluation 2020 and MIPLIB 2024
Language: TeX - Size: 38.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 0
grassking100/bnn
An implementation of the Binarized Neural Networks
Language: Python - Size: 637 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0
elimkwan/Entropy-Driven-Adaptive-Filter-for-FPGA-Object-Recognition-System
Introduce a Software Acceleration filter for Real Time Object Recognition with Binary Neural Network on FPGA
Language: C++ - Size: 323 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0
tca19/phd-thesis
My PhD thesis with all its source files, including all .tex files and images created, as well as the slides of my defense.
Language: TeX - Size: 3.82 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1
yashkant/pnas-binary-nets
Progressive Neural Architecture Search coupled with Binarized CNNs to search for resource efficient and accurate architectures.
Language: Python - Size: 78.1 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1
LeonardDavid/NetDrift Fork of myay/SPICE-Torch
NetDrift simulates and profiles BNNs on unreliable RTM
Language: Python - Size: 4.52 GB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0
ksteensig/bnn-doa-estimation
Binarized Neural Network DoA estimation
Language: Jupyter Notebook - Size: 59.6 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1
sfalkena/LAB
The official repository for the paper LAB: Learnable Activation Binarizer for Binary Neural Networks.
Language: Python - Size: 1.79 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1
kartikgupta-at-anu/attack-bnn
Code implementation of our AAAI'22 paper "Improved Gradient-Based Adversarial Attacks for Quantized Networks"
Language: Python - Size: 27.3 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 2
mszulc913/binnet-pytorch
Binarized Neural Networks in Pytorch with a custom CUDA XNOR kernel
Language: Python - Size: 31.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
Nannigalaxy/binarized-convolution-neural-network
BNN trained on Kannada MNIST
Language: Jupyter Notebook - Size: 17.6 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 2
ParthLa/Training-Notaktoe-using-Reinforcement-Learning
This project involves training the game "Misere Tic Tac Toe" to the computer using Robust and Efficient Reinforcement Learning Techniques
Language: C++ - Size: 39.5 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
an-eve/MaxSAT-BinarizedNN-Training
Training Binarized Neural Networks (BNNs) using MaxSAT by encoding the problem as a SAT instance for global optimization.
Language: Jupyter Notebook - Size: 410 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
badcortex/LowBeMi
A structured ensemble of Binarized Neural Networks for image classification on Raspberry Pi Pico
Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
CJLlorente99/nn-accelerator-logic
This repository contains the python code related to the Master's Thesis. In particular, this code is in charge of setting up the NN and training them, calculating the importance and developing the design procedures for reducing the final logic implementation complexity.
Language: Python - Size: 22.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
badcortex/bnn-experiments
BEng thesis project on Binarized Neural Networks architectures.
Language: Jupyter Notebook - Size: 7.24 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
francisrod01/ML_image_BGR_to_gray
Dimensionality Reduction in Images for Neural Networks.
Language: Jupyter Notebook - Size: 233 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
JonathanCristovao/Covid-and-Pneumonia-Classification-Deep-Learning_TF
Binary classification between x-ray images with covid or pneumonia
Language: Jupyter Notebook - Size: 18.7 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
volf52/deep-neural-net
A simple deep neural net class written to work with Numpy and Cupy
Language: Python - Size: 258 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
