Abstract:
The web app development aims to reintroduce the Balinese language to the younger
generation. By using object detection, this project introduces the value of money in
Balinese in real-time via a camera or image.
Object Detection is a machine that can recognize several objects and determine the
position of these objects in an image. YOLO is currently popular because of its speed and
accuracy in detecting objects well.
The detection feature development in this final project was successfully
implemented well into the web app. This project uses a dataset accuracy rate of 76.6%,
Flask as a website framework, Yolo as object detection, and OpenCV as camera settings.
To develop an application, many steps need to be taken. Starting from research, application
design, implementation process, and testing, until the application is successfully
developed. All these stages will be explained in this paper.
