Alternatives and similar repositories for Model-Compression

Users that are interested in Model-Compression are comparing it to the libraries listed below

• younghwanoh / impl-pruning-TF
  Implementation of "Iterative pruning" on TensorFlow
  ☆160Updated 4 years ago
• Roll920 / ThiNet
  caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342
  ☆147Updated 6 years ago
• yuanyuanli85 / CaffeModelCompression
  Tool to compress trained caffe weights
  ☆106Updated 9 years ago
• gudovskiy / ShiftCNN
  A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation
  ☆56Updated 7 years ago
• dongyp13 / Stochastic-Quantization
  Training Low-bits DNNs with Stochastic Quantization
  ☆74Updated 7 years ago
• ex4sperans / pruning_with_tensorflow
  I demonstrate how to compress a neural network using pruning in tensorflow.
  ☆78Updated 7 years ago
• nephashi / DeepCompression
  implementation of Iterative Pruning for Deep neural network [Han2015].
  ☆40Updated 6 years ago
• AojunZhou / Efficient-Deep-Learning
  Related Paper of Efficient Deep Neural Networks
  ☆86Updated 4 years ago
• younghwanoh / impl-pruning-caffemodel
  Simple pruning example using Caffe
  ☆33Updated 7 years ago
• yiwenguo / Dynamic-Network-Surgery
  Caffe implementation for dynamic network surgery.
  ☆187Updated 7 years ago
• jack-willturner / batchnorm-pruning
  Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124
  ☆72Updated 6 years ago
• luhaofang / CACU
  This is a deep learning framework for cnn which using xnor method to accelerate calculating convolution layer on cpu.
  ☆88Updated 8 years ago
• guoxiaolu / model_compression
  deep learning model compression based on keras
  ☆32Updated 6 years ago
• chengtaipu / lowrankcnn
  Low-rank convolutional neural networks
  ☆97Updated 9 years ago
• kumasento / tensorflow-quantization
  Experiments and tool-chains build upon TensorFlow and its quantization tools
  ☆14Updated 8 years ago
• HolmesShuan / ShuffleNet-An-Extremely-Efficient-CNN-for-Mobile-Devices-Caffe-Reimplementation
  Caffe re-implementation of ShuffleNet
  ☆106Updated 7 years ago
• chengshengchan / model_compression
  Implementation of model compression with knowledge distilling method.
  ☆343Updated 8 years ago
• sun254 / awesome-model-compression-and-acceleration
  a list of awesome papers on deep model ompression and acceleration
  ☆351Updated 4 years ago
• slothkong / DNN-Pruning
  A pyCaffe implementaion of the 2017 ICLR's "Pruning Filters for Efficient ConvNets" publication
  ☆43Updated 7 years ago
• ethanhe42 / resnet-cifar10-caffe
  ResNet-20/32/44/56/110 on CIFAR-10 with Caffe
  ☆168Updated last year
• czhu95 / ternarynet
  Implementation for Trained Ternary Network.
  ☆108Updated 8 years ago
• DAVIDNEWGATE / Project
  Incremental Network Quantization, Kmeans quantization, Iterative Pruning, Dynamic Network Surgery
  ☆33Updated 7 years ago
• camel007 / Caffe-ShuffleNet
  This is re-implementation of "ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices"
  ☆158Updated 7 years ago
• AojunZhou / Incremental-Network-Quantization
  Caffe Implementation for Incremental network quantization
  ☆192Updated 6 years ago
• AngusG / tensorflow-xnor-bnn
  BinaryNets in TensorFlow with XNOR GEMM op
  ☆156Updated 7 years ago
• mrgloom / Network-Speed-and-Compression
  Network acceleration methods
  ☆177Updated 4 years ago
• may0324 / DeepCompression-caffe
  Caffe for Deep Compression
  ☆239Updated 7 years ago
• wentianli / knowledge_distillation_caffe
  KnowledgeDistillation Layer (Caffe implementation)
  ☆89Updated 8 years ago
• ethanhe42 / Xception-caffe
  Xception implemented with caffe
  ☆45Updated last year
• wenwei202 / caffe
  Caffe for Sparse and Low-rank Deep Neural Networks
  ☆380Updated 5 years ago