SamuelHanokAnchan/NutriFact ? reverse-engineered prompt

Build me a Streamlit app that helps someone take a photo of their food and instantly get a rough nutrition breakdown.

I want it to recognize the meal from an uploaded image or camera photo, show the food name, calories, protein, carbs, fat, sugar, and fiber, and let the user adjust the portion size so the numbers update. It should also let the user set a simple health goal like losing weight, gaining weight, or maintaining weight, then calculate a daily calorie target and show progress for the day.

Please include a clean dashboard where users can log meals, water intake, and see their history, BMI, and basic recommendations about whether the food choice is healthy or not. If the image recognition is uncertain, use a smarter AI fallback to help identify the food. Use current docs online if you need to. Make it feel polished and easy to use on both desktop and mobile.