I will develop detection and tracking based computer vision for multi object counting

I develop accurate computer vision systems for multi-object counting using detection and tracking techniques.

This service is designed for projects that require reliable counting from video, avoiding double counting and producing clean, structured data outputs suitable for analytics, reporting, or further AI processing.

The solution works for people, vehicles, or general objects, and is customized based on your camera setup, scene dynamics, and counting rules.

Counting Capabilities

• Multi-object counting using detection + tracking
• People, vehicle, or object counting
• Line-crossing and region-of-interest (ROI) logic
• Timestamped count events
• Frame-level and aggregated statistics
• Batch video processing
• CSV / Excel / JSON exports

Technology Stack

Python OpenCV Deep Learning Object Detection Multi-Object Tracking

Deliverables

• Fully working counting pipeline
• Clean, well-documented source code
• Extracted count data files
• Optional visual overlays for validation
• Clear usage instructions

Please contact me before ordering to confirm video quality, camera angle, and counting requirements.