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Drone Detection Frames
Dataset
We extracted 791 frames from two YT drone footage videos at 5fps, in which we only wanted to include frames where a drone was detected.
Model
YOLOv8n fine-tuned with 20 epochs on the DroneDetectionPITT dataset, which had 34,000 images. Our final mAP50 score was 0.995.
Steps
- Downloded YT Videos and Extracted frames at 5fps.
- Fine-tuned YOLOv8n on the DroneDetectionPITT dataset.
- Ran the trained model on all frames from the 2 videos.
- Saved frames with at least one detection to detections/.
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