Deep Learning

Character Generating RNN

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

DRL Navigator

Deep Reinforcement Learning based navigation agent.

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.

Monte Carlo Prediction

Monte Carlo methods for Reinforcement Learning prediction.

Multi Tasking Learning

Multi Tasking Learning for face characterization - simultaneous prediction of age, gender, emotion and face recognition.

Multi Tasking Learning for face characterization

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

Neural Style Transfer

Neural Style transfer of images in PyTorch.

Policy Based Reinforcement Learning

Policy gradient methods for Reinforcement Learning.