Deep Learning

Visual Explanations

Computer vision techniques to produce explainable models.

Keras Application Zoo

Reference implementations of popular DL models missing from keras-applications & keras-contrib

Keras | VGG16 Places365

Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification

MatDeepRep

A Matlab plugin, built on top of Caffe framework, capable of learning deep representations for image classification using the MATLAB interface – matcaffe & various pretrained caffemodel binaries

Visual Recognition of Human Rights Violations

Automation of human rights violation recognition in images.

Material Recognition

Recognizing visual material attributes in images.