deveoper Ai based software for video analsis
Budget: ₹12,500 – ₹37,500 INR
xample Workflow
1. Ingest Video
• Process video using OpenCV frame by frame.
2. Apply AI Models
• Use YOLOv8 to detect:
• Other vessels
• Buoys
• Landmarks
3. Apply Tracking
• Use DeepSORT to track objects across frames.
4. Define Rules
• Implement custom logic to flag:
• Close proximity
• Unusual maneuvers (e.g., sharp turns, crossing ahead)
• Violations of navigational lanes
5. Synchronize with Navigation Data
• If If available, sync GPS, AIS, Radar data via timestamps.
6. Visualization
• Display annotated video with detected events.
• Optionally export a timeline report in PDF/CSV.
1. Ingest Video
• Process video using OpenCV frame by frame.
2. Apply AI Models
• Use YOLOv8 to detect:
• Other vessels
• Buoys
• Landmarks
3. Apply Tracking
• Use DeepSORT to track objects across frames.
4. Define Rules
• Implement custom logic to flag:
• Close proximity
• Unusual maneuvers (e.g., sharp turns, crossing ahead)
• Violations of navigational lanes
5. Synchronize with Navigation Data
• If If available, sync GPS, AIS, Radar data via timestamps.
6. Visualization
• Display annotated video with detected events.
• Optionally export a timeline report in PDF/CSV.