A debris collection system is presented. The debris collection system includes a trap and first and second floating guides. The first ends of the floating guides are coupled to corners of the trap for keeping the trap on a surface of a waterway. A release mount is coupled to a second end of the second guide. The release mount enables release of the system, allowing navigation through the waterway while collecting debris.