Build AI Nutrition Coach with Llama-3.2 for Holidays
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Create an AI-powered nutrition coach using Llama-3.2 for holiday meal planning. Learn how to integrate AI to offer personalized dietary advice and optimize health goals.
At a Glance
Use the Llama-3.2-90B-Vision-Instruct Model and generative AI to build an AI Nutrition Coach that estimates caloric and nutritional content from food images! Learn to integrate visual recognition with nutritional databases to deliver instant calorie counts and personalized dietary advice. This guided project empowers you to use AI for promoting healthier lifestyle choices, offering hands-on experience in applying advanced AI models to real-world dietary management. Ideal for tech-savvy health enthusiasts and dietetics students, you can complete this project in just 60 minutes.
Disclaimer: The nutritional information and calorie estimates provided are approximate and are based on general food data. Actual values may vary depending on factors such as portion size, specific ingredients, preparation methods, and individual variations. For precise dietary advice or medical guidance, consult a qualified nutritionist or healthcare provider.
A sneak-peek into the final web app
Who should complete this project?
What you’ll learn
- Understand how to use the Llama-3.2-90B-Vision-Instruct Model for recognizing food items and estimating their nutritional values based on images.
- Know how to integrate AI models with nutritional databases to analyze food images effectively and accurately.
- Have the ability to provide instant calorie counts and offer personalized dietary recommendations, which can assist in meal planning and encourage healthier lifestyle choices.
- Know how to build a simple web interface using Flask that allows users to easily interact with your application.
What you’ll need
- A basic understanding of AI and machine learning concepts to help you grasp the essentials of how the AI models work.
- Familiarity with Python programming, as you’ll be writing code to implement parts of the AI model.
- Access to a modern web browser, such as Chrome, Edge, Firefox, Internet Explorer, or Safari. The IBM Skills Network Labs environment is optimized for these platforms, providing a smooth experience.
Hands-on experience for real-world impact
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