JJEM: Special Edition 2 (December 2024)
JJEM: Special Edition 2 (December 2024)
2024-12-08
Smart Sight Real-Time Object Detection and Distance
Jeevan U M, Manjunath H T
Proposed methodology describes real time object detection and distance estimation system, designed to enhance user interaction and accessibility across various applications. YOLO which stands for you only look once is a well-known high-speed, highly accurate object detection model. The more recent model- YOLO v8 has gone a step further by improving the architecture and how it’s trained thereby making it very effective especially when it comes to real time activities; on this part you can incorporate say an experiment related to recognition systems etc., another dataset so that people with some experience will be able to understand everything perfectly. Smart sight makes it possible for you to identify any object in front of the camera, similarly it relates to the distance using similar triangle formula. The system supports a variety of object categories such as people, animals; vehicle among others also provides real time spoken alerts with objects found and their distances. Due to this modular structure which operates on different platforms, it cannot only grow quickly in size, but can also be incorporated in many devices.
Similar Triangles Formula, Camera-based System, Surveillance Systems, Assistive Technology, Spatial Awareness, Custom Object Classes.