Shivank's repositories
LunarLander-using-DQN
We apply DQN algorithm to make and artificial agent learn how to land space-craft on moon.
MultipleFaceRecognition-AttendanceSystem
A wide angle CCTV placed above the blackboard of the class detects the faces of all the children, recognizes them and marks their attendance.
Q-Learning-on-Blackjack
Teaching an Agent to play Blackjack using Q-Learning
PneumoniaDetectionOnChestXray
Exploratory Data Analysis + DICOM DataHandling and Image Preprocessing + Tensorflow/KerasCNN for classification of Pneumonia on chest-XRAY + FDAValidationPlan.
BananaPicker-Navigation
We train an agent to manuver in a 3-D environment avoiding blue bananas and picking yellow ones as fast as possible.
boston_housing
In this project, you will evaluate the performance and predictive power of a model that has been trained and tested on data collected from homes in suburbs of Boston, Massachusetts. A model trained on this data that is seen as a good fit could then be used to make certain predictions about a home — in particular, its monetary value. This model would prove to be invaluable for someone like a real estate agent who could make use of such information on a daily basis.
MultiPersonMatching
Multi Person Matching
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
day-night-classification
Train a model to classify Day / Night images using keras.
Deep-Reinforcement-Learning
The repository contains some projects I worked on during learning Deep Reinforcement Learning using some environments like OpenAI Gym & Unity ML-agents
DoneWithIt
Done With Is is a full stack iOS/android application for selling things in your home that you are done with. The description of the project can be viewed here. I am following the full 20 hr+ course that will help me learn all the necessary skills to get this app production ready.
ReadingListReact
This is a reading list react app. Showcases context passing within component tree using react Context API for Class components as well as using react hooks for stateless functional componets. Using Reducer concept to encapsulate the state modifying functionalities and finally storing state in localStorage to save the booklist.
a-PyTorch-Tutorial-to-Image-Captioning
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
major_project
This repository contains contents of major project 2021
sampleproject
A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"