cranfield-synthetic-drone-detection

该数据集是一个在Blender中生成的纯合成无人机数据集，旨在用于训练Faster-RCNN模型以进行无人机检测。该数据集被用于评估神经网络模型在模拟到现实的迁移能力，并且是研究不同相机限制对模型性能影响的一部分。该任务聚焦于使用合成数据在现实世界场景中进行无人机检测。

This is a purely synthetic drone dataset generated in Blender, designed for training Faster-RCNN models to perform drone detection. This dataset is used to evaluate the sim-to-real transfer capability of neural network models, and is part of the research on the impact of different camera constraints on model performance. This task focuses on drone detection in real-world scenarios using synthetic data.