BentengMa

Active-Convolution

Active Convolution

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

CapsNet-Keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

clinical-data

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

FastMask

FastMask: Segment Multi-scale Object Candidates in One Shot

FCIS

Fully Convolutional Instance-aware Semantic Segmentation

LearningToCompare-Pytorch

Pytorch Implementation for CVPR2018 Paper: Learning to Compare: Relation Network for Few-Shot Learning

NetDissect

Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.

NetDissect-Lite

Light version of Network Dissection for Quantifying Interpretability of Networks

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

siamese-fc

Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks.

train_cnn-rnn-attention

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,.....