Smart Filter (May '20)
Aim of this project is to create end-to-end pipeline from engineering machine learning model to deployement of the same.
- Semantic Segmentation.
- Built Docker image on top of Flask app.
- Facial Features recognition.
YT Connect (Apr '20)
A video synchronization platform.
- Built using NodeJS. Deployed on Heroku.
- Seperate watch party rooms to view videos together.
- Real time chat window option available.
Detection of virus infected files (Mar '20)
Classification of infected files in UCI Dataset using Random Forests.
- Decision Trees construction with pruning by splitting nodes based on gini index.
- Accuracy of 0.807 using GridSearchCV in random forests.
3D Augmentaion using Computer Vision (Nov '19)
This project focusses on computer vision application such as camera caliberation and pose estimation.
- Camera caliberation done using ArUCO markers
- Done pose estimation of marker to obtain homography
- Created virtual ping pong AR game using two markers