Prize: 3x Google Home Mini
A model more intelligent, accessible than any Radiologist. A dense convolutional network model for screening and diagnosing Pneumonia and heat mapping air cavities in XRay images using Class Activation Mapping. Accuracy: 54% (Solo development) Deployed over a Flask web app with minimal user interaction. Pytorch; Flask; Google cloud.
This application displays weather information in between two locations provided by Google directions. This helps people to plan their transport based on weather conditions along the way instead of manually searching weather in every location between a source and destination.
This is a Twitter Search Engine which emulates real-world Google search. When something is queried on search engine related tweets appears based on the document rank. Page ranking is provided by Solr. The data set is comprised of tweets on different topics collected for over a month. Trends and Sentiment Analysis is performed on the dataset and Visualization is provided.