SparseConvNet
Sparse ConvNet
A PyTorch library that enables computationally efficient sparse convolutional networks by introducing Submanifold Sparse Convolutions.
Submanifold sparse convolutional networks
2k stars
44 watching
333 forks
Language: C++
last commit: over 2 years agoRelated 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. | 2,141 |
 filipradenovic/cnnimageretrieval | This MATLAB toolbox trains and tests convolutional neural networks for image retrieval tasks, including fine-tuning and supervised whitening. | 188 |
 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. | 98 |
 conancat/fbscrape | Tools for scraping and saving public Facebook images from a specified page using access tokens | 21 |
 vlfeat/matconvnet | A MATLAB toolbox implementing Convolutional Neural Networks for computer vision applications. | 1,403 |
| facebookresearch/spanbert | This repository provides pre-trained models and code for using SpanBERT in various natural language processing tasks. | 893 |
 xternalz/wideresnet-pytorch | An implementation of Wide Residual Networks in PyTorch for efficient deep learning on CIFAR10/100 datasets. | 334 |
| facebookresearch/faiss | A library providing efficient algorithms and data structures for similarity search and clustering of dense vectors. | 31,920 |