A Faster R-CNN trained on synthetic drone images reached 97.0% AP50 on the real MAV-Vid set, close to 97.8% for a real-data model, but only 49.8% and 67.8% on two other real datasets.
Dublin airport: Flights suspended for 30 minutes after drone sightings,
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Drone Detection using Deep Neural Networks Trained on Pure Synthetic Data
A Faster R-CNN trained on synthetic drone images reached 97.0% AP50 on the real MAV-Vid set, close to 97.8% for a real-data model, but only 49.8% and 67.8% on two other real datasets.