TL;DR - Here’s a web app to list labelled traffic cam images from the RI DOT website. I used YOLO (You Only Look Once) to detect objects (vehicles) in the images and FastAPI to serve the results to a React app. The displays the cam images and results and uses LeafletJS to display the cameras on a map. The backend is hosted on Railway and the front end on Github Pages.
TL;DR - Here’s a list of shipwrecks plotted on an interactive map, all over the Narragansett Bay and greater New England area.
Motivation At FarSounder I work on the development software of 3D Forward Looking Sonar products. Part of that development process of course includes collecting data from a lot of different situations and running it through some processing algorithms to evaluate performance and make improvements. To that end, we’re often out on the Narragansett Bay collecting data with the system, and always looking for areas in the bay with interesting features that we can use to test and benchmark our algorithms (pilings, super steep shoals, rock piles, piers, etc).