Original article was published by /u/spmallick on Deep Learning
There are two popular methods for deploying AI models.
- Cloud : In this method, a camera takes a picture and sends it to a server for processing.
- Edge : In this method, the AI model is deployed on a small device (e.g. Raspberry Pi, Jetson Nano, OpenCV AI Kit (OAK)) connected to the camera. The computational resources are limited and one often has to worry about power consumption. Deploying an AI model on different edge devices needed you to learn the specific methods associated with each platform. What a pain!
So alwaysAI created a guest post about their platform which makes deployment on the edge easy for developers. Read more at https://opencv.org/take-your-computer-vision-app-to-the-edge/