drone video
drone_videosdrone_video_detections
Output Tracking Videos
drone_video_1_tracked.mp4
drone_video_2_tracked.mp4
Dataset Choice and Detector Configuration
For this project I used the Drone detection Computer Vision Model dataset from Roboflow to train the YOLO model. I chose this dataset because it contains 991 images of drones taken from many different angles and in many different environments which improves generalization.
I used the YOLO model for object detection. I chose YOLO… See the full description on the dataset page: https://huggingface.co/datasets/Anand-Rao745/drone_video_detections.drone-video-detections
Drone Video Detections
Overview
This dataset contains object detections from two drone surveillance videos,
serving as the detection index for a Kalman filter tracking system.
Detector: YOLOv8n fine-tuned on DRONES_NEW-4 dataset (mAP50=0.970 || mAP50-95=0.71)
Total detections: 918Confidence threshold: 0.39
Video
Frames
Frames with Detections
video1
828
507
video2
2,580
393
Schema
Column
Type
Description
video_id
string
Video… See the full description on the dataset page: https://huggingface.co/datasets/AhmedJaheen/drone-video-detections.