Our partner developed a compact, on-premises computer vision device designed to capture and analyze visual data, enabling clients to deliver personalized advertisements with greater precision and effectiveness.

Advanced Computer Vision & Machine Learning Utilizing Python and PyTorch, the team engineered a classification model capable of detecting and tracking individuals within the camera’s field of view. The model processes captured visual data, identifies demographic attributes, and determines an average classification, allowing for the real-time display of targeted advertisements on nearby screens based on predefined audience characteristics.

Key Features & Capabilities

• Machine Learning Model Training – Optimized object recognition through advanced ML techniques.
• Deep Learning-Based Object Classification – Accurate identification of audience attributes.
• Real-Time Object Detection & Tracking – Seamless audience analysis within camera range.
• Computer Vision Image Processing Module – High-efficiency visual data analysis.
• Deployment on Jetson Nano & Jetson Xavier – Optimized hardware integration for reliable performance.

This AI-powered solution revolutionizes audience analysis, empowering businesses to enhance engagement and maximize advertising impact through intelligent and responsive ad placement.