CountIQ
CountIQ is a Vision-Based AI System for Accurate Object Counting
MEET VisionIQ
Accurately Count using an iPad
A Vision-Based AI System designed for accurately counting large quantities of objects in images leverages deep learning and computer vision techniques. This system can be used across various industries, including manufacturing, logistics, agriculture, and retail, where precise counting of objects is critical for operations.
Real-Time Object Detection and Counting
- The system leverages an iPad equipped with AI-powered computer vision algorithms to detect and count thousands of objects in real time.
- Bounding boxes are dynamically generated around less dense objects, while densely packed regions are analyzed using density maps to ensure accurate counting.
- The counting process is displayed live on the iPad screen, with a counter showing the total number of detected objects.
Density-Based Counting for High-Density Areas
- For areas with densely packed or overlapping objects, the system applies density estimation models to calculate the total object count.
- A color-coded density map overlay highlights regions with varying object densities, ensuring precise counting where traditional object detection may fail.
Mobile Device Integration for Flexibility
- Using an iPad for object counting offers portability and ease of use, making it ideal for on-the-go counting in dynamic industrial environments.
- The system can be used across different locations, enabling rapid deployment without requiring fixed camera setups.
Applications and Benefits
- Applicable in industries such as manufacturing (component counting), logistics (inventory management), agriculture (crop yield estimation), and retail (stock counting).
- Improves operational efficiency by eliminating manual counting errors, reducing labor costs, and providing fast, accurate results.