OVERVIEW OF ARTIFICIAL INTELLIGENCE ON EDGE DEVICES
Om Rachalwar · 2023
Artificial Intelligence (AI) is one of the most important applications in the field of Internet of Things (IoT) devices. This will focus on the development of AI on edge devices and their ability to develop an AI model. The study will be a review of different resources available on the topic with a touch of some personal conclusions drawn through Raspberry Pi 3 and Raspberry Pi 4. A conclusion can be drawn that edge devices are easy to use and even easier to program with the preferred tasks but they will not produce results like their traditional computing counterparts due to their size and processing power. The results obtained from Edge devices are satisfactory and since they are smaller in size and more accessible, they also increase the use cases of AI. The chapter will also focus on different problem statements like object detection and try to test the same on some of the hardware categories and determine the performance of the model and draw a conclusion on which hardware will perform best for developing certain AI models and which will create optimal results.