D
Detectinator
Respire. Detect. Inspire.
The problem Detectinator solves
A software that aims at getting rid of the cumbersome, time consuming and something covid
testing process of RTPCR, RAT and other similar processes, which also pose a great threat by giving large scale exposure to huge crowds. Could be tested on GoDaddy creative domain name- Detectinator.co, which could not be implemented
Challenges we ran into
- We were not able to implement our GoDaddy creative domain name which was- Detectinator.co
- The size of the datasets we had were small so we had to preprocess the dataset and make sure that our CNN model doesn't overfit.
- We also attempted to use GANs to create synthetic data to solve this problem.
- Cleaning the input taken at runtime proved taxing as we had to google multiple python libraries and code and recode the same functions multiple times so as to get the best possible result.
- While we were able to create a CLI-Based python program, translating that project to a web-based project proved hard as were not able to capture the voice input in the form of .wav files. We had to simultaneously try working on it via Django and Flask
Discussion
Builders also viewed
See more projects on Devfolio