A web application (using MERN stack) for planning Barbeque parties.
2018
Guided Research: Multi Modal Brain Structure Segmentation using Adversarial Learning
Semantic Segmentation on brain MRI scans in a few shot setting using GANs. Presented at WiML Workshop, NeuriPS 2019
2018
Practical Course: Polyp Localization in Colonoscopy Videos
Object detection networks to detect polyps (malignant/benign) in colonoscopy videos. Presented at EEML Summer School 2019
2018
Advanced Deep Learning Course Project: Deep Image Compositing
GANs with specialized loss function was used to make composite images realistic. Presented at ESSE 2020
2018
Practical Course: Deep Clustering
Trained deep neural networks (autoencoders) to improve the clustering accuracy/NMI on MNIST, FMNIST, CIFAR-10, STL-10 datasets. Visualized clustering results with t-SNE.
2017
Data Mining Cup 2017
A data mining challenge on BMW dataset to predict the availability of electric vehicle charging stations at a particular time. The proposed ensembling and optimization technique ranked in top 2% of the challenge.
