Carnegie Mellon ECE Capstone, Spring 2024 | Kelly Cha, Michael Crotty, Sebastian Peralta
Work Accomplished: Downloaded Flutter and installed everything needed. Tested a basic Flutter app to familiarize myself DART files and how the UI works, following this Youtube tutorial: https://www.youtube.com/watch?v=HQ_ytw58tC4 Started building the UI for the app: Scrollable inventory page that populates elements from test list of …
Weekly Accomplishments This week I spent mostly becoming more comfortable with the flutter framework. I made a demo app following a tutorial to “Write your first Flutter App”. I learned to make new pages/tabs and work with the UI features of flutter. Below is a …
Risks: Meta Llama 2 LLM has some trouble giving a variety of recipes and at first tried to use as many ingredients as possible. We will test more specific prompts to see if it will work as intended. Another approach can be to try to …
Weekly Accomplishments This week was mostly spent figuring out how to move forward with regards to our project architecture and preparing for the design review presentation. The flashiest thing from this week’s work is the CAD model that we’ve been preparing for the design presentation …
Work Accomplished: I finished creating mock-ups for our app UI. I researched LLMs and decided to use Meta’s Llama 2 since it can be downloaded and used locally. I decided on the 7B version, with the options of 7B, 7B-chat, 13B, 13B-chat, 70B, 70B-chat, …
WEEKLY ACCOMPLISHES/TASKS Researching which DB’s are best for holding food data Most likely an sqflite, a relational database in Flutter However, am unsure if it performs on Web Will create a boiler plate webapp to ensure of working DB Created and Added team members to Github …
Risks: Glare may be an issue when scanning smart labels. Software based to reduce glare have been shown to be computationally expensive. Consider adding a polarized film over the lens to cut out the glare. Premade produce recognition solutions may not be trained for off-angled …
Weekly Accomplishments: Dug into OpenCV and was able to extract QR code data from a smart label Ran into an issue while trying to test directly underneath a light fixture where the camera couldn’t see the qr code. Issue likely is due to glare. Software …
Work Accomplished: Project proposal slides. I thought of and proposed all 9 different use case requirements + quantifications and justifications that were used in our final presentation. I prepared for the presentation and presented on Wednesday. I started creating mock-ups for the UI of our …