This week, we worked as a team primarily on finalizing and documenting our design as part of the design review presentation and report. In particular, we finalized our overall architecture and the way in which everything will integrate together. Notably, our original design of a front facing camera with a vertical platform got changed to one where the camera faces downward on a flat white surface. This was to facilitate a more intuitive and non-intrusive scanning process.
Architectural Overview:
> Architecture (Original Handwritten)
The following is a summary of our individual work (for more details, visit the individual status reports):
- Samuel was able to write the code needed to train the neural network classifier (we now have a pretrained model with 98% accuracy), and is working on a C++ application that can use it to classify an image.
- Oliver began work on the backend, and defined the database schema and column relations in Prisma. He is now working on implementing the API endpoints defined in the architecture.
- Alex was able to complete a significant chunk of the front-end design, and get it running at https://capstone.astrasser.com:2096/
Next week, we will continue working independently on our individual portions of developing the CV, UI and backends (more details in the individual reports). As a group we will also start building our fake fridge and scanning platform