SparseConvNet

Sparse ConvNet

A PyTorch library that enables computationally efficient sparse convolutional networks by introducing Submanifold Sparse Convolutions.

Submanifold sparse convolutional networks

GitHub

2k stars
44 watching
334 forks
Language: C++
last commit: 11 months ago

Related projects:

Repository Description Stars
carnotresearch/cr-sparse A Python library providing a cohesive collection of functionalities for sparse signal processing problems 88
eladhoffer/convnet.pytorch A PyTorch implementation of various deep convolutional networks for efficient training and evaluation on diverse datasets. 347
sermanet/overfeat A C-based Convolutional Network library for image classification and feature extraction. 597
facebookresearch/pycls A flexible PyTorch image classification framework for rapid research exploration and model evaluation. 2,138
filipradenovic/cnnimageretrieval This MATLAB toolbox trains and tests convolutional neural networks for image retrieval tasks, including fine-tuning and supervised whitening. 189
shichenliu/condensenet An efficient CNN architecture for mobile devices with learned group convolutions and dense connectivity 694
xbresson/spectral_graph_convnets PyTorch implementation of graph ConvNets using spectral filtering 291
zhangxiangxiao/crepe A toolkit for building character-level convolutional networks for text classification using Torch 7. 848
jihongju/keras-fcn A library implementing a Fully Convolutional Network architecture with Keras support 202
xuzhenqi/cnn Provides an implementation of convolutional neural networks in MATLAB. 95
conancat/fbscrape A command-line tool to scrape Facebook page images using NodeJS and CoffeeScript. 21
vlfeat/matconvnet A MATLAB toolbox implementing Convolutional Neural Networks for computer vision applications. 1,402
facebookresearch/spanbert This repository provides pre-trained models and code for using SpanBERT in various natural language processing tasks. 891
xternalz/wideresnet-pytorch An implementation of Wide Residual Networks in PyTorch for efficient deep learning on CIFAR10/100 datasets. 333
facebookresearch/faiss A library providing efficient algorithms and data structures for similarity search and clustering of dense vectors. 31,423