channel-pruning

Lam1360/YOLOv3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

ethanhe42/channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

Eric-mingjie/network-slimming

Network Slimming (Pytorch) (ICCV 2017)

mit-han-lab/amc

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

youzhonghui/gate-decorator-pruning

Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"

deep-fry/mayo

Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.

yusx-swapp/GNN-RL-Model-Compression

GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning

isthatyoung/Sphereface-prune

An implementation of Channel Pruning on face recognition algorithm Sphereface.

violet17/yolov3-channel-pruning

DeNA/ChainerPruner

ChainerPruner: Channel Pruning framework for Chainer

YOUSIKI/PyTorch-FBS

A PyTorch Implementation of Feature Boosting and Suppression

ZJCV/SSL

[NIPS 2016] Learning Structured Sparsity in Deep Neural Networks

fangvv/CPSCA

Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"

ivclab/Multistage_Pruning

Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," International Joint Conference on Neural Networks, IJCNN 2020, July 2020.

DongGeun-Yoon/DCP

Official PyTorch implementation of "Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning" (Asian Conference on Computer Vision 2022)

mohaimenz/pruning-vs-xnor

Official repository for the research article "Pruning vs XNOR-Net: A ComprehensiveStudy on Deep Learning for AudioClassification in Microcontrollers"

georgymironov/single_shot_detection

Single shot object detection in PyTorch

bupt-ai-cz/A-Channel-level-Pruning-Strategy-for-Convolutional-Neural-Networks

This repo shows some code about the pruning strategy in the paper "A Channel-level Pruning Strategy for Convolutional Neural Networks". https://teacher.bupt.edu.cn/zhuchuang/en/index.htm

sisyphus-cv-lab/MODNet-ModelCompression

对人像抠图模型MODNet进行滤波器级别的剪枝，结合自适应与固定比例策略。

ZJCV/NetworkSlimming

[ICCV 2017] Learning Efficient Convolutional Networks through Network Slimming

Sephirot1st/pytorch-yolo-v3

Channel pruning on YOLOv3-TINY

GameFrameX/com.gameframex.unity.getchannel

渠道获取

Miocio-nora/Decay_Pruning_Method

Make Structured Pruning Methods Smooth and Adaptive: Decay Pruning Method (DPM) is a novel smooth and dynamic pruning approach, that can be seemingly integrated with various existing structured pruning methods, providing significant improvement.

ljs0516/resnet-network-slimming

An re-implementation of resnet18 network slimming

jack-willturner/characterising-neural-compression

Code for "Characterising Across Stack Optimisations for Deep Convolutional Neural Networks"

tyui592/compact_image_style_transfer

Compact image style transfer with channel and xor losses

yester31/Pruning_EX

deep learning model compression with pruning