Python

KL Divergence

Entropy, KL Divergence and Cross Entropy in PyTorch

Off Policy Monte Carlo Prediction with Importance sampling

Importance sampling for off Policy methods with MC Prediction in Python

Facial Emotion Recognition PyTorch ONNX

Recognizing the facial emotions with Deep learning model trained on PyTorch and deployed with TF.js model converted with ONNX.

Pneumonia Diagnosis with Deep Learning

Web Application for Diagnosis of Pnuemonia with deep learning model trained and backed with PyTorch framework.

Character Generating RNN

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

Computer Vision Security System

Computer vision security system server build with Python, OpenCV, Flask web server.

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.