Kaggle Drone Object Detection Dataset

Overview

This dataset is specifically designed for training YOLO models to detect drones in various environments. It contains over 4,000 amateur drone pictures with annotations in YOLO format.

Key Features

• 4,000+ images with YOLO annotations
• Includes negative samples (images without drones)
• Various drone types and models
• Different backgrounds and environments
• Ready-to-use with YOLO architectures

Strengths

• Ready-to-use with YOLO architectures
• Good diversity of drone types
• Includes challenging scenarios
• Balanced positive and negative samples

Limitations

• Single class only (drone)
• Limited environmental diversity
• Amateur-quality imagery
• No temporal information

Source

Kaggle: https://www.kaggle.com/datasets/sshikamaru/drone-yolo-detection