Week 9 Update

The calibration step window

This week is the first week after spring break. The team has completed the live testing processes, looking at the results, we have decided to use the feature extraction approach for pin classification, as the CNN model for pin classification did not produce satisfactory performance. In addition to live testing, the team have also completed the live system, it allows plug and pin classification to be run together and produce results continuously. It also includes a error correction step, which uses weighted averaging to correct the occasional incorrect classifications in the plug and pin classification. An additional calibration step have also been added, which prompts the user to click on the position of the probe tip when initializing the live system, this would improve the accuracy of probe tracking.

Next week is Prototype Inspection week. The team is working on preparing the presentation as well as making adjustments to the live system to provide more information for the audience. Afterwards, the team plans to end major development for the project on March 27th, and shift focus on to cleaning up the system and preparing the report to be presented to CAE.

Leave a Reply

Your email address will not be published. Required fields are marked *