guoxiaolu / model_compression
deep learning model compression based on keras
☆32Updated 6 years ago
Alternatives and similar repositories for model_compression:
Users that are interested in model_compression are comparing it to the libraries listed below
- caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342☆146Updated 6 years ago
- This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep …☆76Updated 7 years ago
- A pyCaffe implementaion of the 2017 ICLR's "Pruning Filters for Efficient ConvNets" publication☆43Updated 6 years ago
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆71Updated 6 years ago
- ☆134Updated 6 years ago
- Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet☆46Updated 6 years ago
- I demonstrate how to compress a neural network using pruning in tensorflow.☆78Updated 7 years ago
- implementation of Iterative Pruning for Deep neural network [Han2015].☆40Updated 6 years ago
- ☆38Updated 6 years ago
- ☆87Updated 6 years ago
- A Basic Tutorial to learning Caffe with Python, including two examples for classification and detection, and codes to train, test, prune …☆139Updated 7 years ago
- Code and Pretrained model for IGCV3☆189Updated 6 years ago
- KnowledgeDistillation Layer (Caffe implementation)☆89Updated 7 years ago
- Base to channel pruned to ResNet18 model☆145Updated 2 years ago
- ☆111Updated 7 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆165Updated 4 years ago
- Code for IJCAI2019 paper☆46Updated 5 years ago
- A lightweight convolutional neural network☆150Updated 6 years ago
- ResNet-20/32/44/56/110 on CIFAR-10 with Caffe☆167Updated 10 months ago
- Simple pruning example using Caffe☆33Updated 7 years ago
- Train/Eval the popular network by TF-Slim,include mobilenet/shufflenet/squeezenet/resnet/inception/vgg/alexnet☆45Updated 6 years ago
- A SOTA RON Detector in TensorFlow☆34Updated 6 years ago
- Caffe for Deep Compression☆238Updated 7 years ago
- Two-Step Quantization on AlexNet☆13Updated 6 years ago
- mobilenet 与darknet yolo☆96Updated 7 years ago
- Repository for "Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation".☆73Updated 7 years ago
- the pytorch implementation of light models: SqueezeNet, ShuffleNet, MobileNet, MobileNetv2 and ShuffleNetv2☆51Updated 6 years ago
- Tool to compress trained caffe weights☆106Updated 8 years ago
- CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"☆114Updated 5 years ago
- My implementation of RePr training scheme in PyTorch. https://arxiv.org/pdf/1811.07275.pdf☆71Updated 5 years ago