A Real Time On Device Object Counting Solution

A Real-Time On-Device Object Counting Solution.
"Here's how it works: at startup, the system analyzes motion vectors to detect the dominant direction of flow.
A virtual counting line is generated perpendicular to this flow.
Objects are only counted when crossing this line in the correct direction, eliminating false counts."
"Tracking and multiple virtual lines are used together to maintain high accuracy, even in scenes with overlapping or fast-moving objects.
It all runs at 30 frames per second on low-power edge devices, with no need for a cloud connection."
"This solution delivers high-speed, high-accuracy counting across industries – from factory components and pharmaceutical pills to fish and feed pellets in aquaculture."
"Running on mobile-class edge hardware with a standard HD webcam, it achieves over 30 frames per second – with 90 to 95% accuracy, and up to 100% for specific use cases."
"It includes real-time object tracking to prevent duplicate counts and handle movement in dynamic environments."
"The system works entirely offline – no cloud, no latency, no internet connection required."
"Whether you're counting live fish, falling feed, capsules in a bottling line, or tiny parts in motion – this technology makes it simple, smart, and scalable.”
"Count anything. Anywhere. On the Edge."

Видео A Real Time On Device Object Counting Solution канала ATPO