csgaobb

criterion_filter

Ignore/filter labels during backprop in Torch7.

dataset

The Open Images dataset

PSPNet

Pyramid Scene Parsing Network, CVPR2017.

staple

Code for the tracker described in the CVPR16 paper "Staple: Complementary Learners for Real-Time Tracking"

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

CAM

Class Activation Mapping

CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more (from UC Berkeley)

DCFNet

DCFNet: Discriminant Correlation Filters Network for Visual Tracking

DCGAN-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

dcgan_vae_torch

An implementation of the deep convolutional generative adversarial network, combined with a varational autoencoder

demos

Demos and tutorials around Torch7.

DLDD

Distance Learning using Deep Learning

DualGAN

DualGAN-tensorflow: tensorflow implementation of DualGAN

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

faster-rcnn.torch

Experimental Torch7 implementation of RCNN for Object Detection with a Region Proposal Network

faster_rcnn

Faster R-CNN

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

grad-cam

Gradient-based Visualization and Localization

JULE-Torch

Project for our CVPR2016 paper "Joint Unsupervised Learning of Deep Representations and Image Clusters"

learning_by_association

MatlabFunc

Matlab codes for feature learning

meanfield-matlab

MATLAB wrapper for Efficient Inference in Fully Connected CRF

MTCNN

MTCNN

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

SEC

Seed, Expand, Constrain: Three Principles for Weakly-Supervised Image Segmentation

svmplus_matlab

An implementation of SVM+

tempens

Temporal ensembling for semi-supervised learning

wsl.resnet.torch

Torch implementation for weakly supervised learning of ResNet