This project involves real-time object detection for DJI drones from the ground station using TensorFlow Object Detection API. The TensorFlow Object Detection API is an open source framework built on top of TensorFlow making it easier to construct, train and deploy object detection models. This results in machine learning models capable of localizing and identifying multiple objects in images streaming from DJI drones to the ground station with more computational power.
The ground station code is available at the GitHub repo to apply object detection for streaming videos from DJI drones.
Special thanks to our sponsors and team members. It was a really cool endeavor and an unforgettable experience that is almost impossible to get anywhere else
Hazel Zhu and UAS Hobbyist Team