A real-time object detection ... using TensorFlow Lite and OpenCV, suitable for IoT, robotics, and edge computing applications. Project Aim This project aims to replicate a smart vision system ...

A Real Time Object and Person detection with Dual alert system buzzer alert along with personalized email alert. Using ultralytics and YOLOv11 the accuracy and efficiency is incresed as compared to ...

Abstract: This paper presents the development of a compact, near-real-time anger detection system through voice analysis ... which has been optimized using TensorFlow Lite Micro for efficient ...

Abstract: Object Detection ... with the Raspberry Pi Microcontroller and NVIDIA Jetson Nano to extract names and prices, shapes, sizes, and colors of food items. The model was trained and evaluated ...

Even if this seems like a simple project ... what object detection means, how the computer detects objects, how IoU works, the different YOLO versions and architectures, and how to use them.