https://github.com/TorontoDeepLearning/convnet
A GPU implementation of Convolutional Neural Nets in C++
https://github.com/TorontoDeepLearning/convnet
Last synced: 8 months ago
JSON representation
A GPU implementation of Convolutional Neural Nets in C++
- Host: GitHub
- URL: https://github.com/TorontoDeepLearning/convnet
- Owner: TorontoDeepLearning
- License: bsd-2-clause
- Created: 2014-04-23T17:36:37.000Z (over 11 years ago)
- Default Branch: master
- Last Pushed: 2020-10-01T21:15:35.000Z (over 5 years ago)
- Last Synced: 2024-11-13T06:33:23.063Z (about 1 year ago)
- Language: Cuda
- Homepage:
- Size: 19.1 MB
- Stars: 506
- Watchers: 73
- Forks: 229
- Open Issues: 24
-
Metadata Files:
- Readme: README.md
- License: LICENSE.txt
Awesome Lists containing this project
- awesome-deep-learning - TorontoDeepLEarning convnet
- awesome-deep-learning - TorontoDeepLEarning convnet
- awesome-ai-safety - TorontoDeepLEarning convnet
- awesome-deep-learning - TorontoDeepLEarning convnet
- awesome-deep-learning - TorontoDeepLEarning convnet
- fucking-awesome-deep-learning - TorontoDeepLEarning convnet
- awesome-deep-learning - TorontoDeepLEarning convnet
- awesome-deep-learning - TorontoDeepLEarning convnet
README
### Welcome to ConvNet.
ConvNet is a fast C++ based GPU implementation of Convolutional Neural Nets.
- Supports Multi-GPU architectures (Multiple GPUs, Single machine).
- Provides a fast CPU-only feature extractor.
### Installation
[Install guide] (https://github.com/torontodeeplearning/convnet/blob/master/INSTALL)
### Pre-trained Models
Pre-trained models and examples for training and feature extraction are provided for
- [Imagenet Classification (ILSVRC 2013)](https://github.com/torontodeeplearning/convnet/tree/master/examples/imagenet)
- [MNIST, Feed-forward Neural Net](https://github.com/torontodeeplearning/convnet/tree/master/examples/mnist-ff)
- [MNIST, Convolutional Neural Net](https://github.com/torontodeeplearning/convnet/tree/master/examples/mnist-conv)
### Tutorials
Coming soon.
### Documentation
[here](http://torontodeeplearning.github.io/convnet/docs)