75. MLOps Deployment Example

Let’s say we want to detect whether there are any scratches on a smartphone(Example from MLops Specialization by Andrew NG). In this case, MLops would go something like this.

1. Capture Image of Smartphone
2. The Inspection software inside an edge device would send an API to the Inference server
3. The Inference server would then send back the results to the Inspection Software.
4. Finally, The Control Software inside the Inspection software would then take actions depending on the results.