Drone Camera

Drone cameras are increasingly used for various applications, primarily focusing on improving object detection and recognition in aerial imagery. Current research emphasizes enhancing accuracy and efficiency through techniques like semi-supervised learning, zero-shot learning, and synthetic data augmentation using diffusion models, often incorporating convolutional neural networks and advanced loss functions. These advancements are significant for diverse fields, including environmental monitoring (e.g., wildlife protection, forest biomass estimation), infrastructure inspection, and security applications, by enabling more efficient and accurate data acquisition and analysis.