I demonstrate how to compress a neural network using pruning in tensorflow.
☆78Aug 2, 2017Updated 9 years ago
Alternatives and similar repositories for pruning_with_tensorflow
Users that are interested in pruning_with_tensorflow are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of "Iterative pruning" on TensorFlow☆160Apr 15, 2021Updated 5 years ago
- implementation of Iterative Pruning for Deep neural network [Han2015].☆40Jul 17, 2018Updated 8 years ago
- Experiments and tool-chains build upon TensorFlow and its quantization tools☆14May 5, 2017Updated 9 years ago
- Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers"☆30Oct 14, 2019Updated 7 years ago
- deep learning model compression based on keras☆32Aug 10, 2018Updated 8 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 reimplementation of Show and Tell☆15Jan 11, 2019Updated 7 years ago
- PyTorch Implementation of Weights Pruning☆185Jan 24, 2018Updated 8 years ago
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆884Jul 12, 2019Updated 7 years ago
- Model Pruning and Quantization using Tensorflow☆30Apr 25, 2019Updated 7 years ago
- Implement Pruning Convolutional Neural Networks for Resource Efficient Inference with Keras framework☆16Oct 26, 2017Updated 9 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,514Jun 7, 2020Updated 6 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆385Oct 2, 2019Updated 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 8 years ago
- Keras model convolutional filter pruning package☆44Feb 16, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A machine learning experiment☆179Oct 20, 2017Updated 9 years ago
- Official implementation of "Minimizing Supervision for Free-space Segmentation" paper☆24Dec 28, 2018Updated 7 years ago
- cnn compression for keras☆22Sep 20, 2018Updated 8 years ago
- This repository contains the code for real-time object detection. I'm using video stream coming from webcam. MobileNet-SSD and OpenCv has…☆10Feb 27, 2018Updated 8 years ago
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆71Nov 14, 2018Updated 7 years ago
- Adam, NAdam and AAdam optimizers☆23Sep 25, 2019Updated 7 years ago
- A tensorflow implementation of the R3DCNN network by Molchanov (2016).☆10Sep 13, 2017Updated 9 years ago
- Pruning and other network surgery for trained Keras models.☆407Dec 5, 2023Updated 2 years ago
- Tensorflow implementation of SqueezeNet.☆130Oct 18, 2018Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Repo to demonstrate conversion from PyTorch to TensorFlow☆32Jan 27, 2023Updated 3 years ago
- Implementation for Trained Ternary Network.☆108Jan 13, 2017Updated 9 years ago
- PyTorch -> ONNX -> TVM for autotuning☆24Feb 28, 2020Updated 6 years ago
- the implementation of CVPR2018 paper : https://arxiv.org/abs/1711.06025☆11Nov 3, 2018Updated 7 years ago
- CNN archictecture for face anti-spoofing☆13May 24, 2018Updated 8 years ago
- A demo for real-time age-gender estimation in keras☆20Apr 30, 2018Updated 8 years ago
- An end-to-end system that performs temporal recognition of gesture sequences using speech and skeletal input. The model combines three ne…☆29May 1, 2019Updated 7 years ago
- ☆12Sep 29, 2017Updated 9 years ago
- A YOLOv3 model in caffe☆42Aug 15, 2018Updated 8 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.
- Network acceleration methods☆178Jun 19, 2021Updated 5 years ago
- ☆17Dec 19, 2018Updated 7 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
- Explore training for quantized models☆29Jul 12, 2025Updated last year
- This is the repo for the work "Talking with your hands: Scaling hand gestures and recognition with cnns".☆13Apr 30, 2022Updated 4 years ago
- Google MobileNets Implementation using Tensorflow☆18Jun 6, 2017Updated 9 years ago
- Honeyfile-based ransomware detection and thwarting mechanism for Linux platforms☆11Apr 14, 2019Updated 7 years ago