Accurate Detection and Tracking of Small-Scale Vehicles in High-Altitude Unmanned Aerial Vehicle Bird-View Imagery

Figure 13

Training process diagram: (a) learning rate update combining warm-up and cosine anneal; (b) total loss changes of the model during training.

(a)

(b)