D-Drone_v2

Detection of Drones using Computer Vision Algorithms. For authors' work, please check this

Citation

This work was published in the 2021 International Conference on Electrical, Communication, and Computer Engineering (ICECCE)

If you use this dataset or models in your research, please consider citing:

@inproceedings{kabir2021deep,
  title={Deep Learning Inspired Vision based Frameworks for Drone Detection},
  author={Kabir, Muhammad Salman and Ndukwe, Ikechi Kalu and Awan, Engr Zainab Shahid},
  booktitle={2021 International Conference on Electrical, Communication, and Computer Engineering (ICECCE)},
  pages={1--5},
  year={2021},
  organization={IEEE}
}

Dataset

Dataset can be found here.

YOLOv4 based Model

Weights

Configuration File

YOLOv5 based Model

Weights

DETR based Mode

Weights

Results

For assesment of trained models, an open source tool is used.