I demonstrate how to compress a neural network using pruning in tensorflow.
☆78Aug 2, 2017Updated 8 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 4 years ago
- implementation of Iterative Pruning for Deep neural network [Han2015].☆40Jul 17, 2018Updated 7 years ago
- Compress neural network with pruning and quantization using TensorFlow.☆106Dec 19, 2018Updated 7 years ago
- Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers"☆30Oct 14, 2019Updated 6 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,089May 2, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆886Jul 12, 2019Updated 6 years ago
- Model Pruning and Quantization using Tensorflow☆30Apr 25, 2019Updated 6 years ago
- PyTorch Implementation of Weights Pruning☆185Jan 24, 2018Updated 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☆148Sep 19, 2018Updated 7 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆385Oct 2, 2019Updated 6 years ago
- Keras model convolutional filter pruning package☆44Feb 16, 2019Updated 7 years ago
- detection-developing☆21Sep 19, 2014Updated 11 years ago
- ☆20Aug 31, 2020Updated 5 years ago
- cnn compression for keras☆22Sep 20, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Source code for the paper "Deep Learning Sparse Ternary Projections For Compressed Sensing of Images"☆19Aug 30, 2018Updated 7 years ago
- Official implementation of "Minimizing Supervision for Free-space Segmentation" paper☆24Dec 28, 2018Updated 7 years ago
- Unified one-stage motion-compensated MR CINE reconstruction☆13Oct 15, 2024Updated last year
- Repo to demonstrate conversion from PyTorch to TensorFlow☆32Jan 27, 2023Updated 3 years ago
- A machine learning experiment☆180Oct 20, 2017Updated 8 years ago
- Point2color: 3D Point Cloud Colorization Using a Conditional Generative Network and Differentiable Rendering for Airborne LiDAR[Earth Vis…☆11Oct 31, 2021Updated 4 years ago
- ☆10Jun 11, 2018Updated 7 years ago
- A demo for real-time age-gender estimation in keras☆20Apr 30, 2018Updated 7 years ago
- A YOLOv3 model in caffe☆42Aug 15, 2018Updated 7 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PyTorch -> ONNX -> TVM for autotuning☆24Feb 28, 2020Updated 6 years ago
- Pruning and other network surgery for trained Keras models.☆408Dec 5, 2023Updated 2 years ago
- ☆12Sep 29, 2017Updated 8 years ago
- Machine Learning with SPDZ☆20Jul 25, 2025Updated 8 months ago
- To deploy Transformer models in CV to mobile devices.☆18Jan 20, 2022Updated 4 years ago
- Implementation of 'Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration.' (IEEE TPAMI 2024)☆18Mar 13, 2025Updated last year
- [ECCV 2024] SparseRefine: Sparse Refinement for Efficient High-Resolution Semantic Segmentation☆15Jan 10, 2025Updated last year
- A minimal tensorflow implementation of pix2pix (Image-to-Image Translation with Conditional Adversarial Nets - https://phillipi.github.io…☆22Mar 8, 2018Updated 8 years ago
- Pix2pix primary architecture based solely on tensorflow☆19Oct 21, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆158Jul 10, 2024Updated last year
- 一个人的安全笔记。☆13Dec 2, 2021Updated 4 years ago
- ☆14Oct 18, 2017Updated 8 years ago
- Network acceleration methods☆178Jun 19, 2021Updated 4 years ago
- Read audio with FFmpeg into NumPy/PyTorch via ctypes (standard library module)☆11Aug 12, 2020Updated 5 years ago
- ☆10Jul 4, 2024Updated last year
- this is for intel openvino (https://software.intel.com/en-us/openvino-toolkit)☆18Oct 24, 2018Updated 7 years ago