Andre Ofner's repositories
CGNN
Replication code for the article "Learning Functional Causal Models with Generative Neural Networks"
DCCA
An implementation of Deep Canonical Correlation Analysis (DCCA) in Keras with tf backend.
deepgaze
Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.
emokit
Open source driver for accessing raw data from the Emotiv EPOC EEG headset
Eye-Tracker
Implemented and improved the iTracker model proposed in the paper Eye Tracking for Everyone.
fusionseg
Video Object Segmentation
horovod
Distributed training framework for TensorFlow.
htm-tensorflow
An implementation of Numenta's HTM algorithm in Tensorflow.
kvae
Kalman Variational Auto-Encoder
learning_by_association
This repository contains code for the paper Learning by Association - A versatile semi-supervised training method for neural networks (CVPR 2017) and the follow-up work Associative Domain Adaptation (ICCV 2017).
LiveOSC2
New version of LiveOSC for Live 9
LVAE
LVAE: Ladder Variational Auto-Encoders (NIPS 2016) with TensorFlow.
magenta
Magenta: Music and Art Generation with Machine Intelligence
Multichannel_Biosignal_Emotion_Recognition
Emotion recognition from multi-channel biosignal by using convolutional and recurrent neural network
nolearn
scikit-learn compatible neural network library
one-shot-mann
Tensorflow Implementation of One-Shot Learning with Memory Augmented Neural Network
pixel-cnn
Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"
prednet
Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"
prednet_tf
PredNet in tensorflow
Rack
Open-source virtual Eurorack DAW
seq2seq
A general-purpose encoder-decoder framework for Tensorflow
SoundNet-tensorflow
TensorFlow implementation of "SoundNet".
tensorflow-face-detection
A mobilenet SSD based face detector, powered by tensorflow object detection api, trained by WIDERFACE dataset.
tensorflow-mnist-VAE
Tensorflow implementation of variational auto-encoder for MNIST
tensorflow-vrnn
A variational recurrent neural network implementation in tensorflow
tf_cnnvis
CNN visualization tool in TensorFlow
unreal
Reinforcement learning with unsupervised auxiliary tasks
vrnn
MSc AI project on variational recurrent networks by J. Chung et al.