Hermes — Wildfire Detection

An computer vision application powered by NVIDIA Deepstream 5.0 and Ryze Tello to detect wildfires using YOLO. Hermes consists of two parts: an Intelligent Video Analytics pipeline powered by Deepstream and NVIDIA Jetson Xavier NX and a reconnaissance drone, for which I have used a Ryze Tello. This project is a proof-of-concept, trying to show that surveillance and mapping of wildfires can be done with a drone and an onboard Jetson platform.