Deep Learning

GAN 3

MNIST Linear GAN

GAN 2

Theory of Game between Generator and Discriminator

GAN 1

Intro and applications of Generative Adversarial Network

Unsupervised Learning 101

Intro to Unsupervised Learning

Convolutional Feature Extraction and Neural Arithmetic Logic Units for Stock Prediction

Stock Prediction with CNN and Neural Arithmetic Logic Units.

Character Generating RNN

Character level language model of RNN(LSTM) in PyTorch.

Emojification

Emojify a sentence with NLP, flask server to emojify a sentence.

Hand Gesture Recognition

Recognizing the hand gesture using CNN feature extraction.

Lane Detection with Deep Learning

Lane Detection for self driving cars with Deep Learning(CNN) with the camera image data.

Multi Tasking Learning for face characterization

Multitasking learning to use the CNN extracted features for multiple tasks like predicting age, sex, face direction, etc.