— DATA VISUALIZATION —
— WEB MINING —
Takes natural-language text query like “apple pie”, “carrot cake”, “mushroom soup” etc to search Epicurious.com site, and extracts ingredients and cooking directions from the recipes retrieved by search results.
Implements phrase and entity-relation extraction using both phrase-structure and dependency-parser output. Sample phrases include: “daughter-of greek-born actor John Aniston”, “won Prime Time Emmy Award”, “starred opposite Ben Affleck”..
— MAPS & NAVIGATION —
Google Maps APIs include –
Distance.ipynb – computes the distance between two cities
Local-Attractions.ipynb – finds local attractions and points-of-interests in the given city
Search-Nearby.ipynb – searches nearby shops, restaurants, hotels..
Traveling Salesman Problem – illustrated on a list of European cities
Computes an optimal travel itinerary to minimize the total travel cost or distance using greedy algorithm and simulated annaling
— COMPUTER VISION —
Automated Number Plate Recognition (ANPR) in OpenCV
Traffic Analysis Demo – Counting the #vehicles passing at the traffic intersection
— DATA SETS —
Bollywood Dataset – contains full biographies of over 200 famous Bollywood actors, singers and musicians from Wikipedia, plus, plot-summaries and Wiki-pages of over 400 Bollywood movies.
FRIENDS Dataset – contains scripts of all episodes of FRIENDS tv-show from Season 1 to 8.