At a hackathon, my team and I made an app called Foodify. It takes a snap of food items, detects its name, and queries to get potential calories of the item and log it in your log book. On top of that it suggests recipies based on daily calorie intake left. It was recently featured on Google's instagram page. https://www.instagram.com/p/BfeH2m4HDd-/?taken-by=google
We faced a lot of challenges in developing the app. The first prototype was made using APIs, then we gradually trained a ML model ourself to improve the accuracy.
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