This week I looked into the Raspberry Pi more in-depth, and also into thermal camera imaging. I looked into benchmarks regarding different inference frameworks, and their benefits. I settled on using PyTorch to begin with, as it is the easiest to proof-of-concept with. Then, I will try using more advanced parallelism frameworks. I also looked into some depth-estimation models, since this will be an important part of our product. I found a few models that look promising, but want to do some benchmarking.
We got the RPI this week, so I will be running benchmarks over the weekend on these models, to verify the numbers as well. I want to generate intuition for the accuracy and limitations of these models.
I also worked on the design presentation, primarily focusing on my sections, and updating the theme and visuals, since I will be presenting