Case Study - AI enhanced rural security
Enhancing farm security
Summary
New Gradient, in partnership with Farmstream, developed an innovative mobile app that leverages AI computer vision techniques to identify objects and number plates, notifying users of potential security concerns in rural settings.
Advanced AI Object Detection
Farmers and rural residents face increasing challenges in managing livestock and ensuring property security. The rise in farm machinery thefts and rural crime has made these issues particularly pressing. Real-time identification of livestock escapes, such as sheep getting out of fields, or detecting suspicious vehicles on private property, has been a significant challenge for rural communities. Traditional security measures often fall short in addressing these unique rural security needs.
In collaboration with Farmstream, we developed a comprehensive AI-driven security solution that builds upon their existing remote camera infrastructure. Our approach combines several cutting-edge technologies to address the specific needs of rural residents and farmers.
We implemented state-of-the-art object detection algorithms capable of identifying livestock and people, providing real-time monitoring of farm animals and potential intruders. To tackle the challenge of vehicle identification, we developed a novel Automatic Number Plate Recognition (ANPR) network. This advanced system is designed to perform effectively in unconstrained scenarios, such as when cars are at oblique angles – a common occurrence in rural settings where traditional ANPR systems often fail.
To make this technology accessible and user-friendly, we created a mobile application that seamlessly integrates our AI functionality. This app allows users to receive real-time alerts and monitor their property remotely, providing an extra layer of security and peace of mind.
New Gradient's collaboration with Farmstream demonstrates our ability to apply advanced AI technologies to solve real-world problems in specialized sectors. By combining object detection, innovative ANPR technology, and user-friendly mobile interfaces, we've created a solution that significantly enhances rural security and livestock management. This project showcases our expertise in developing practical AI applications that address unique industry challenges.
