This week, I primarily worked on the design document. I was responsible for large chunks of the text regarding the machine learning training/testing and the data collection and labeling. I touched upon the use-case requirements, some design trade studies, and big parts of the system implementation and testing. Additionally, I also finalized what would be appropriate for EDA. Specifically, I want to be able to graph the average values of each sensor for each letter and also calculate relevant summary statistics like mean, median, variation, etc.
The software development is on schedule but the actual data collection component is a bit behind. I will just wait for the glove to be developed to catch up. I will keep working on the software until then.
Next week, I will hopefully help assemble the glove and data collection. I will also implement the EDA stated above as well as finish off the last two ML model training modes.