vikranth94 / Model-Compression
Model Pruning and Quantization using Tensorflow
☆30Updated 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
- Convert MobileNetV3Small defined and pre-trained in PyTorch to a TFLite quantized model☆74Updated 2 years ago
- A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation☆56Updated 7 years ago
- SqueezeNet Generator☆31Updated 6 years ago
- Code for https://arxiv.org/abs/1810.04622☆141Updated 5 years ago
- Simple pruning example using Caffe☆33Updated 7 years ago
- PyTorch implementation of Wide Residual Networks with 1-bit weights by McDonnell (ICLR 2018)☆125Updated 6 years ago
- Related Paper of Efficient Deep Neural Networks☆86Updated 3 years ago
- Prunable nn layers for pytorch.☆48Updated 6 years ago
- ☆62Updated 7 years ago
- An improved version of SqueezeNet networks https://github.com/DeepScale/SqueezeNet☆37Updated 8 years ago
- MassFace: an effecient implementation using triplet loss for face recognition☆56Updated 5 years ago
- ☆110Updated 6 years ago
- PyTorch 1.0 inference in C++ on Windows10 platforms☆89Updated 6 years ago
- Mobilenet model converted from tensorflow☆48Updated 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
- MnasNet snapshot☆34Updated 5 years ago
- Simple Summary of CNN Architecture☆34Updated 6 years ago
- I demonstrate how to compress a neural network using pruning in tensorflow.☆78Updated 7 years ago
- A Gluon implementation of Mnasnet☆59Updated 6 years ago
- Pytorch version for weight pruning for Murata Group's CREST project☆57Updated 7 years ago
- Google MobileNets Implementation using Tensorflow☆18Updated 7 years ago
- This is th code to FAT method with links to quantized tflite models. (CC BY-NC-ND)☆19Updated 6 years ago
- ShuffleNet Implementation using Keras Functional Framework 2.0☆77Updated 4 years ago
- TensorFlow implementation of PNASNet-5 on ImageNet☆101Updated 6 years ago
- Attention-Based Guided Structured Sparsity of Deep Neural Networks☆29Updated 5 years ago
- TensorFlow ImageNet - Training and SOTA checkpoints☆52Updated 6 years ago
- ☆57Updated 6 years ago
- A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"☆167Updated 5 years ago
- Recompile the library with caffe2 in pytorch stable(1.0) and re-implement the AICamera example provided by caffe2 officially.☆35Updated 6 years ago
- A PyTorch implementation of MNASNET☆46Updated 6 years ago