implementation of Iterative Pruning for Deep neural network [Han2015].
☆40Jul 17, 2018Updated 8 years ago
Alternatives and similar repositories for DeepCompression
Users that are interested in DeepCompression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep …☆77Sep 21, 2017Updated 8 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Apr 15, 2021Updated 5 years ago
- I demonstrate how to compress a neural network using pruning in tensorflow.☆78Aug 2, 2017Updated 9 years ago
- Caffe for Deep Compression☆238Nov 17, 2017Updated 8 years ago
- Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626☆182Nov 10, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A PyTorch implementation of the iterative pruning method described in Han et. al. (2015)☆40Dec 27, 2018Updated 7 years ago
- Deep Neural Network Compression based on Student-Teacher Network☆14Jul 6, 2023Updated 3 years ago
- A pyCaffe implementaion of the 2017 ICLR's "Pruning Filters for Efficient ConvNets" publication☆43May 26, 2018Updated 8 years ago
- model-compression-and-acceleration-4-DNN☆21Nov 29, 2018Updated 7 years ago
- Reproducibility challenge project for a candidate paper of ICLR2018: Incremental Learning through Deep Adaption☆14Dec 20, 2017Updated 8 years ago
- The implementation code of AAAI 2020 paper "Pixel-aware Deep Function-mixture Network for Spectral Super-Resolution".☆12Dec 31, 2019Updated 6 years ago
- Deep Compression on AlexNet☆672Mar 5, 2022Updated 4 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆158Jul 10, 2024Updated 2 years ago
- Caffe for Sparse and Low-rank Deep Neural Networks☆382Mar 8, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An experimental compression pipeline for TensorFlow.☆27Jan 22, 2016Updated 10 years ago
- Tensorflow implementation of SqueezeNet.☆129Oct 18, 2018Updated 7 years ago
- The latest version of Net-Trim which solves the actual constrained problem☆23May 22, 2020Updated 6 years ago
- Deep Compression: Compressing Deep Neural Networks With Pruning, Trained Quantization And Huffman Coding☆16Mar 7, 2019Updated 7 years ago
- auto Iterative pruning based on caffe☆23Oct 17, 2017Updated 8 years ago
- SSD-MobileNet with Tencent ncnn framework☆11Feb 13, 2018Updated 8 years ago
- ☆11Jul 24, 2018Updated 8 years ago
- Model Compression Based on Geoffery Hinton's Logit Regression Method in Keras applied to MNIST 16x compression over 0.95 percent accuracy…☆61Aug 31, 2019Updated 7 years ago
- a list of awesome papers on deep model ompression and acceleration☆348Jun 19, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Paper notes☆12Apr 27, 2018Updated 8 years ago
- kmeans algorithm for GPU, with and without triangle inequality☆13Apr 6, 2010Updated 16 years ago
- At present, just an example to show how to map the detection algorithm YOLOv2 from model to FPGA☆31Jan 9, 2019Updated 7 years ago
- 使用RAKE提取关键词☆35Jul 23, 2017Updated 9 years ago
- Face detection and recognition with Keras. Detect faces from the video and train them using CNN,then recognize if it is you.☆12Dec 12, 2017Updated 8 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☆149Sep 19, 2018Updated 7 years ago
- Programs with word vectors, RNN, NLP stuff, etc☆17Feb 28, 2017Updated 9 years ago
- A collection of code investigating the use of information theory for abstractions in RL☆16Nov 14, 2018Updated 7 years ago
- Python implementation of A La Carte Embedding☆10Dec 7, 2018Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Papers for deep neural network compression and acceleration☆13Apr 30, 2018Updated 8 years ago
- Pytorch 0.3.1 implementation FSSD based Mobilenet and VGG☆15Dec 3, 2019Updated 6 years ago
- DES algorithm implemented in C++ and assembly☆18Jan 17, 2019Updated 7 years ago
- tf.keras implementation for OpenAI GPT 2☆15Jul 6, 2019Updated 7 years ago
- An implementation of Zhang and Sclaroff's Boolean Map Saliency algorithm. http://cs-people.bu.edu/jmzhang/BMS/BMS_iccv13_preprint.pdf.☆14Apr 22, 2025Updated last year
- A Python implementation of the Saliency Filters method☆14Dec 24, 2016Updated 9 years ago
- DUC caffe implementation☆16Feb 28, 2019Updated 7 years ago