Stars
Torch implementation of neural style algorithm
Face recognition with deep neural networks.
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Image-to-image translation with conditional adversarial nets
Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).
Torch implementation of DeepMask and SharpMask
Efficient, reusable RNNs and LSTMs for torch
Open Source Neural Machine Translation in Torch (deprecated)
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
Code for the paper 'Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification'.
Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.
A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)
3.8% and 18.3% on CIFAR-10 and CIFAR-100
Sequence-to-sequence model with LSTM encoder/decoders and attention
Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.
Recurrent Neural Network library for Torch7's nn
Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)
Accelerating Eulerian Fluid Simulation With Convolutional Networks
Generating Videos with Scene Dynamics. NIPS 2016.
natural image generation using ConvNets
Autograd automatically differentiates native Torch code
Deep Networks with Stochastic Depth
Torch implementations of various types of autoencoders