Projects

Image Retrieval using Deep Features

This project focused on applying transfer learning techniques on deep features learned on one dataset to get good performance on other dataset. Deep Features of Caltec-101 image dataset are extracted using GraphLab’s ImageNet pre trained model & build new image retrieval model using them
Technologies: Python, GraphLab, Deep Learning, ImageNet, Caltech-101
[Code]

Pedagogical tools for system software and operating system courses using xv6 kernel

The project delineate mutual cohesion between c library, linkage editor( linker), interpreter and operating system by porting the same on xv6 kernel.
Technologies: C, x86 assembly, xv6 kernel, diet libc, picoC
[Code] [Project Website]

Question Answering System

Text analytic project which identifies the contextual semantic similarities between various FAQs and the user search query, the algorithm locate the closest matching FAQ based on ranking in order of relevance
Technologies: Python, NLTK, WordNet
[Code]

Messenger Bot

Developed a chatbot serve as customer care assistant which is trained to cater queries asked by user
Technologies: node.js , wit NLP engine, Facebook API
[Code]

Smart Diet Assessment based on analysis of Gesture based Nutrition intake

Gesture based nutrition intake information retrieval by analyzing the user eating gesture with wearable armband or wristband sensors. Hidden Markov Models (HMM) are used to capture sequential sub gesture eating motions.
Technologies: MATLAB