GrubScore

What it does

GrubScore is a lightweight mobile app designed to help make healthier eating choices. The app enables a user to snap or upload a picture of their food and get instant feedback on how healthy the food actually is, with no bias. The app can also quickly generate healthy recipes with 1-tap while respecting user defined allergens and dietary restrictions.

In the scoring tab, the user simply taps the "Analyze" button and uploads a picture from their camera or gallery for submission. Once the user confirms the photo choice, the app combines the photo with a scoring criteria text prompt to create a multimodal prompt on the backend. This prompt is then sent to the Gemini API, which returns a response that is shown to the user. This response includes the health score for the food pictured, recommendations for similar food, and possible allergens. If the food is unhealthy and scores low, the response will include recommendations for healthy alternatives that are similar to the food pictured. If the food is healthy and scores high, the response will commend the user for making healthy choices and recommend healthy foods that are similar to the food pictured.

The recipe generation tab takes user defined allergens and/or dietary restrictions if applicable and with the help of the Gemini API, generates a healthy recipe that can be copied to the clipboard or shared to other apps.

GrubScore helps take the guesswork out of healthy eating in no time all thanks to the Gemini API!