Sending a notification of an irregular product
Our model is built, and we have established a system for capturing images of our tails to compare against our machine learning model. Now, we need to put the downstream processes in place to notify our quality inspector when a Bad Tail has been detected. As described previously, a system for sending notifications and providing feedback when a false positive has been detected was developed using a Raspberry Pi device for input and output of information. If you are unfamiliar with these devices, a Raspberry Pi computer is a lightweight computer commonly running the Linux operating system, which was originally designed for education and hobbyists. Its expansive nature and the add-on components that were designed due to the popularity of the devices led to significantly more adoption of Raspberry Pi devices than originally anticipated, and they have been commonly used in commercial applications as a result.
For our example, we connected...