I built a computer vision system for a major telecom company to detect visual ad templates in photos — including virtual (non-physical) placements on cluttered billboards.

• Works with both real and virtual templates
• Processes tens of thousands of images without manual effort
• Supports template upload and batch image matching
• Achieves 85–95% accuracy depending on conditions

• ScopeComputer vision for marketing analytics
• ImpactEliminated manual verification, improved campaign trust