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Aerial Fire Detection using Computer Vision and Drone

The Dataset for this Project is obtained from: Alireza Shamsoshoara, Fatemeh Afghah, Abolfazl Razi, Liming Zheng, Peter Fulé, Erik Blasch, November 19, 2020, "The FLAME dataset: Aerial Imagery Pile burn detection using drones (UAVs)", IEEE Dataport, doi: https://dx.doi.org/10.21227/qad6-r683.

  1. Use drone_fire_detection_yolov8.ipynb to train the model
  2. Supervision_Image_Inferencing.ipynb to run inference on images
  3. Supervision_Video_Inferencing.ipynb to run inference on video