๐ Professional Drone Detection System
Advanced Drone Detection and Tracking Pipeline
This system uses state-of-the-art YOLO object detection combined with CSRT tracking for robust drone detection in video footage.
Features:
- Real-time drone detection with confidence scoring
- Seamless tracking when detections are lost
- Professional-grade output for research and analysis
๐ Or try these test videos (Not a part of training process):
Technical Details
- Detection Model: Custom trained YOLO model optimized for drone detection
- Tracking Algorithm: CSRT (Channel and Spatial Reliability Tracker)
- Output Format: MP4 video with annotated detections and tracking
Usage Instructions
- Upload your video file (supported formats: MP4, AVI, MOV)
- Adjust confidence threshold if needed (0.1-0.9)
- Click "Process Video" and wait for completion
- Download the processed video with drone annotations
Note: Processing time depends on video length and resolution.
๐ System Requirements & Setup
- Input video formats: MP4, AVI, MOV, MKV
- Maximum file size: 200MB
- Recommended resolution: Up to 1920x1080
- Processing time: ~1-2 minutes per minute of video
๐ Setup Instructions:
- Upload your custom trained
best.pt
model to this space for optimal drone detection - If no custom model is found, the system will use YOLOv8n as fallback
- For best results, use the custom drone detection model trained specifically for your use case
๐ง Model Upload: Go to "Files and versions" tab โ Upload your best.pt
file โ Restart space
Current Model Status: ๐ข Custom Model