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GitHub topics: lightweight-neural-network

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: 7 days ago - Pushed at: 2 months ago - Stars: 2,084 - Forks: 221

IrishMorales/lightweight-cnn-for-bone-metastasis

Lightweight neural network for cancer detection in bone scans using PyTorch. Code repository for the paper "A Lightweight Convolutional Neural Network for Detection of Osseous Metastasis using Feature Fusion and Attention Strategies". Presented at CVIPPR 2024.

Language: Jupyter Notebook - Size: 208 MB - Last synced at: 29 days ago - Pushed at: 11 months ago - Stars: 5 - Forks: 0

CAS-CLab/Training-Tricks-for-Binarized-Neural-Networks

The collection of training tricks of binarized neural networks.

Size: 84 KB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 72 - Forks: 12

cantbebetter2/Awesome-Diffusion-Distillation

A list of papers, docs, codes about diffusion distillation.This repo collects various distillation methods for the Diffusion model. Welcome to PR the works (papers, repositories) missed by the repo.

Size: 1000 Bytes - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 1

MaitreChen/MedGAN-ResLite

一个用于肺炎图像分类的轻量级ResNet18-SAM模型实现,采用SH-DCGAN生成少类样本数据,解决了数据不平衡的问题,同时结合剪枝策略实现轻量化!MedGAN-ResLite-V2 Released! Stay tuned!❤

Language: Python - Size: 40.8 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 19 - Forks: 1

Shaw-git/Lightweight-Head-Pose-Estimation

Code for TMM 2022 "Accurate Head Pose Estimation Using Image Rectification and Lightweight Convolutional Neural Network"

Language: Python - Size: 12.7 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 41 - Forks: 2

ParitoshParmar/HalluciNet--PyTorch

Approximating a 3DCNN with a 2DCNN

Language: Python - Size: 126 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 0

BluesYu/MarStech_Vision_Sensor

MarStech vision sensor is a low cost sensor for STEM Education

Language: C++ - Size: 6.3 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 152 - Forks: 18

DebeshJha/NanoNet

NanoNet: Real-time medical Image segmentation architecture (IEEE CBMS)

Language: Python - Size: 2.91 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 7

inzapp/light-pose

Human pose estimation model

Language: Python - Size: 4.07 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

grishavak/LIDIA-denoiser

LIDIA: Lightweight Learned Image Denoising with Instance Adaptation (NTIRE, 2020)

Language: Python - Size: 204 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 63 - Forks: 14

hikvision-research/SparseShiftLayer

An official implementation of CVPR 2019 paper "All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification".

Language: Python - Size: 128 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 4

eleGAN23/HyperNets

Hypercomplex Neural Networks with PyTorch

Language: Python - Size: 563 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 25 - Forks: 7

bigdata-inha/Pool-of-Experts-code Fork of PoE-code/Pool-of-Experts-code

(SIGMOD 2021) Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks

Size: 101 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

HIK-LAB/SparseShiftLayer Fork of hikvision-research/SparseShiftLayer

A pytorch implementation of CVPR2019 paper "All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification".

Language: Python - Size: 128 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

Related Keywords
lightweight-neural-network 15 deep-learning 7 pytorch 6 shiftnet 2 mlp-mixer 2 efficient-neural-networks 2 image-classification 2 neural-network 2 convolutional-neural-networks 2 machine-learning 2 model-compression 2 model-acceleration 2 awesome 2 semantic-segmentation 1 segmentation 1 squeeze-and-excitation 1 residual-networks 1 tensorflow 1 python 1 unet 1 query 1 polyp-segmentation 1 open-source-datasets 1 nanonets 1 medical-image-segmentation 1 lightweight-framework 1 image-segmentation-tensorflow 1 capsule-endoscopy 1 target-tracking 1 neon-acceleration 1 low-cost 1 digital-image-processing 1 quaternion-neural-networks 1 phm 1 phc 1 parameterize-neural-network 1 parameterize-hypercomplex-layer 1 lightweight-convolution 1 hypercomplex-neural-networks 1 hypercomplex-convolution 1 hypercomplex-algebra 1 hypercomplex 1 hypercomlpex-parameterization 1 imagenet 1 residual-learning 1 lightweight 1 image-processing 1 image-denoising 1 fine-tuning 1 adaptation 1 pose-estimation 1 medical-image-processing 1 generator 1 gan 1 dcgan 1 cnn 1 classification 1 chest-xray-images 1 augmentation 1 distillation 1 diffusion-models 1 deep-neural-networks 1 bnn 1 binary-neural-networks 1 computer-vision 1 cancer-detection 1 quantization 1 model-quantization 1 efficient-deep-learning 1 binary-network 1 binarized-neural-networks 1 video-understanding 1 video-processing 1 vgg 1 transfer-learning 1 scene-recognition 1 resnext 1 representation-learning 1 multitask-learning 1 future-prediction 1 c3d-lstm 1 c3d 1 action-recognition 1 action-quality-assessment 1 action-anticipation 1 3dcnn 1 head-pose-estimation 1 spatial-attention 1 resnet 1 pneumonia 1 medmnist 1