rangoliu's starred repositories
NetDissect
Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.
CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
SfMLearner
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
AdversarialNetsPapers
Awesome paper list with code about generative adversarial nets
py-R-FCN-multiGPU
Code for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe
temporal-segment-networks
Code & Models for Temporal Segment Networks (TSN) in ECCV 2016
caffe_srgan
A Caffe Implementation of SRGAN
ConnectingDots
1. Perceptron: The very basic entity in Machine Learning. It's training and weights update in code. 2. Image Aesthetic Assessment: Determining the aesthetic content of an image. The network defined use Spatial Pyramid Pooling. 3. Image Classification: Alexnet architecture in Keras for image classification. Find more here
deepImageAestheticsAnalysis
ECCV2016 - fine-grained photo aesthetics rating with interpretability