There are 7 repositories under channel-pruning topic.
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
Network Slimming (Pytorch) (ICCV 2017)
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"
Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.
An implementation of Channel Pruning on face recognition algorithm Sphereface.
ChainerPruner: Channel Pruning framework for Chainer
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.
A PyTorch Implementation of Feature Boosting and Suppression
GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
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
[NIPS 2016] Learning Structured Sparsity in Deep Neural Networks
Single shot object detection in PyTorch
Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"
Official repository for the research article "Pruning vs XNOR-Net: A ComprehensiveStudy on Deep Learning for AudioClassification in Microcontrollers"
[ICCV 2017] Learning Efficient Convolutional Networks through Network Slimming
An re-implementation of resnet18 network slimming
Code for "Characterising Across Stack Optimisations for Deep Convolutional Neural Networks"