Pruning and other network surgery for trained Keras models.
☆408Dec 5, 2023Updated 2 years ago
Alternatives and similar repositories for keras-surgeon
Users that are interested in keras-surgeon are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pruning and other network surgery for trained TF.Keras models.☆32Nov 10, 2019Updated 6 years ago
- Model Compression CLI Tool for Keras.☆156May 9, 2019Updated 6 years ago
- Keras model convolutional filter pruning package☆44Feb 16, 2019Updated 7 years ago
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆886Jul 12, 2019Updated 6 years ago
- Save keras weight matrices as short animated videos during training☆105Aug 8, 2017Updated 8 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆1,210Jun 5, 2020Updated 5 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,517Jun 7, 2020Updated 5 years ago
- Accelerate convolution neural network for face recognition using GPU☆13Nov 24, 2020Updated 5 years ago
- ☆12Nov 30, 2018Updated 7 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,089May 2, 2024Updated last year
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,911Mar 31, 2023Updated 2 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 …☆77Sep 21, 2017Updated 8 years ago
- Interactive convnet features visualization for Keras☆1,794Sep 4, 2020Updated 5 years ago
- Code for experiments regarding importance sampling for training neural networks☆328Nov 3, 2021Updated 4 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.
- deep learning model compression based on keras☆32Aug 10, 2018Updated 7 years ago
- A pyCaffe implementaion of the 2017 ICLR's "Pruning Filters for Efficient ConvNets" publication☆43May 26, 2018Updated 7 years ago
- Dual Path Networks for Keras 2.0+☆112Feb 9, 2020Updated 6 years ago
- Neural network visualization toolkit for keras☆2,997Feb 7, 2022Updated 4 years ago
- Layers Outputs and Gradients in Keras. Made easy.☆1,056Apr 7, 2025Updated 11 months ago
- a very fast parser for sparse matrix at libsvm format☆10Nov 13, 2017Updated 8 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆385Oct 2, 2019Updated 6 years ago
- Keras implementation of Mobile Networks☆133Oct 5, 2018Updated 7 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Apr 15, 2021Updated 4 years ago
- 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 version for weight pruning for Murata Group's CREST project☆57Apr 26, 2018Updated 7 years ago
- LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks☆245Aug 30, 2022Updated 3 years ago
- Eagleeye: fast sub-net evaluation for efficient neural network pruning with Tensorflow keras☆18Mar 27, 2021Updated 5 years ago
- ☆20Nov 21, 2017Updated 8 years ago
- Caffe implementation for dynamic network surgery.☆189Aug 15, 2017Updated 8 years ago
- A TensorBoard plugin for visualizing arbitrary tensors in a video as your network trains.☆463Feb 6, 2019Updated 7 years ago
- I demonstrate how to compress a neural network using pruning in tensorflow.☆78Aug 2, 2017Updated 8 years ago
- Grad-CAM implementation in Keras☆19Feb 21, 2019Updated 7 years ago
- Implementation of EfficientNet model. Keras and TensorFlow Keras.☆2,101Jan 24, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- auto-tuning momentum SGD optimizer☆424Jan 9, 2018Updated 8 years ago
- Implementation of model compression with knowledge distilling method.☆342Jan 3, 2017Updated 9 years ago
- Network acceleration methods☆178Jun 19, 2021Updated 4 years ago
- A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).☆206Dec 11, 2018Updated 7 years ago
- TensorNet (TensorFlow implementation)☆214Aug 29, 2017Updated 8 years ago
- A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.☆1,564Updated this week
- SqueezeNet implementation with Keras Framework☆408Feb 24, 2023Updated 3 years ago