Projects
From Computer Vision to Web Development, This page lists down some of my major projects
Emotion based DL-Based approach for Bug Priority Prediction
We propose a novel deep neural network to predict the severity of bug reports. We
generate word embeddings and pass
them through GRU based model. We compare different attention
mechanisms and word embeddings
Evaluation of DL based Methods using VHR Images for LULC Change Detection
We created a novel change detection dataset for peri-urban Hyderabad and analyzed the efficiency of various unsupervised change detection algorithms using evaluation metrics like Kappa Value and Overall Accuracy
Evaluation of Watershed Development using Remote Sensing
We evaluated the results of watershed development done by the workers employed under NREGA using RS
Re-construction of DEM using LIDAR based Photon Elevation data
In this project Machine Learning was used for surface reconstruc-
tion to a
super-resolution Digital Elevation Model. The resolution was improved
to 10 meters from 30 meters
from the fusion of both LIDAR photon data and the
existing DEM
Course Swap Android Application
An application to help the students of BITS Pilani to swap courses. The app is made on Kotlin and Jetpack libraries. All network requests are made using Retrofit. The app has its own backend API service made using Django
Voice based IR - Question
Answering
for Agriculture related
Questions
A 5 fold Question Answering DL based model to retrieve information from a data-set created for Farmers. Along with that a Express based back-end which answers queries from Google Actions Platform