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Track the Plastic dashboard with a world map of marine plastic waste by region, a bar chart of top polluting countries, and a pie chart of plastic concentration by ocean

NASA Space Apps Challenge 2021

A team project built with 5 other engineers for NASA Space Apps Challenge 2021: a web app demoing a YOLOv4 model trained to classify plastic marine debris from images.

My part was the Next.js frontend: the interactive debris map, the filtering and statistics dashboard, and wiring in the team's virtual assistant. Teammates trained a YOLOv4 model on 1,673 labeled images across five debris categories (plastic, glass, metal, fishing gear, and other trash) and built a virtual assistant on IBM Watson Assistant to report pollution sightings and surface statistics.

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