liuzhuang13 / slimmingView external linksLinks
Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
☆576Jul 14, 2019Updated 6 years ago
Alternatives and similar repositories for slimming
Users that are interested in slimming are comparing it to the libraries listed below
Sorting:
- Network Slimming (Pytorch) (ICCV 2017)☆917Nov 6, 2020Updated 5 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆577May 13, 2019Updated 6 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,516Jun 7, 2020Updated 5 years ago
- yolov3 network slimming剪枝的一种实现☆344Apr 1, 2019Updated 6 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,086May 2, 2024Updated last year
- 在 oxford hand 数据集上对 YOLOv3 做模型剪枝(network slimming)☆1,675Sep 26, 2022Updated 3 years ago
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆887Jul 12, 2019Updated 6 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆385Oct 2, 2019Updated 6 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆928Mar 9, 2023Updated 2 years ago
- DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.☆710Dec 28, 2019Updated 6 years ago
- CondenseNet: Light weighted CNN for mobile devices☆691Nov 11, 2019Updated 6 years ago
- Caffe for Sparse and Low-rank Deep Neural Networks☆383Mar 8, 2020Updated 5 years ago
- Caffe Implementation for Incremental network quantization☆191Jul 29, 2018Updated 7 years ago
- Deep Compression on AlexNet☆673Mar 5, 2022Updated 3 years ago
- A curated list of neural network pruning resources.☆2,490Apr 4, 2024Updated last year
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,271May 6, 2025Updated 9 months ago
- Implementation of model compression with knowledge distilling method.☆342Jan 3, 2017Updated 9 years ago
- Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)☆616Aug 31, 2023Updated 2 years ago
- Code and Pretrained model for IGCV3☆189Oct 22, 2018Updated 7 years ago
- Light-Head R-CNN☆834Dec 24, 2018Updated 7 years ago
- ☆87Jul 17, 2018Updated 7 years ago
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆72Nov 14, 2018Updated 7 years ago
- Caffe implementation for dynamic network surgery.☆189Aug 15, 2017Updated 8 years ago
- Pelee: A Real-Time Object Detection System on Mobile Devices☆886Jan 4, 2019Updated 7 years ago
- Caffe re-implementation of ShuffleNet☆106Apr 1, 2018Updated 7 years ago
- Caffe models (including classification, detection and segmentation) and deploy files for famouse networks☆1,281Mar 22, 2018Updated 7 years ago
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,912Mar 31, 2023Updated 2 years ago
- Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018☆1,422Nov 2, 2021Updated 4 years ago
- RON: Reverse Connection with Objectness Prior Networks for Object Detection, CVPR 2017☆352Mar 22, 2018Updated 7 years ago
- Caffe Implementation of Google's MobileNets (v1 and v2)☆1,276Jun 8, 2021Updated 4 years ago
- FBN: Factorized Bilinear Models for Image Recognition (ICCV 2017)☆67Jan 30, 2018Updated 8 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,584Apr 24, 2022Updated 3 years ago
- ☆2,374Sep 18, 2020Updated 5 years ago
- ShuffleNet-V2 for both PyTorch and Caffe.☆507Aug 9, 2018Updated 7 years ago
- This is a fast caffe implementation of ShuffleNet.☆453Aug 30, 2018Updated 7 years ago
- caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342☆148Sep 19, 2018Updated 7 years ago
- yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝,通道剪枝,知识蒸馏☆1,519Sep 3, 2020Updated 5 years ago
- Multi-Scale Dense Networks for Resource Efficient Image Classification (ICLR 2018 Oral)☆461Apr 3, 2019Updated 6 years ago
- Squeeze-and-Excitation Networks☆3,608Feb 25, 2019Updated 6 years ago