Nutrify.ai🍽️

Nutrify.ai combines the culinary expertise of Dishify and the nutritional insights of Calmate (AI Nutritionist), all in a single, intuitive app designed to enhance your cooking experience and nutritional well-being.

Features

Dishify 🧑‍🍳

Dishify acts as your personal chef:

• Image Upload: Upload an image of any dish, and Dishify will guide you through making it.
• Detailed Instructions: Provides a clear list of ingredients with measurements, followed by step-by-step cooking instructions, perfect for beginners.
• Interactive AI Chef: Ask cooking-related questions, and Dishify responds with precise directions.

Calmate - Calorie Calculator 🍎

Calmate is your AI-powered nutritionist:

• Nutritional Analysis: Upload an image of your meal, and Calmate will analyze it to estimate its calorie count and key nutritional information.
• Fitness Tips: Receive customized advice on staying fit and ways to make the meal more nutritious.
• AI Recommendations: Get suggestions on balanced meals, caloric adjustments, and dietary tips to support a healthy lifestyle.

Environment Setup

• Google Gemini API Key: Obtain an API key from Google and add it to the .env file as shown above.
• Google Text-to-Speech (gTTS): The project uses gTTS for converting recipe text to audio.

Usage

1. Image Upload: Use the file uploader to upload an image of your dish.
2. Request Analysis: Click on "Tell me how to make this" (Dishify) or "Analyze Nutritional Content" (Calmate) to get detailed information.
3. Calmate’s Health Tips: For calorie and nutritional information, check out additional fitness and dietary tips provided after analysis.

Technologies Used

• Streamlit: For the app’s front-end interface.
• Google Gemini AI: Powers the Dishify chatbot’s responses.
• gTTS (Google Text-to-Speech): Enables audio playback for the cooking instructions.
• PIL (Python Imaging Library): Manages image handling and processing.

CalMate UI Design

Dishify UI Design

Getting Started

1. Clone the repository:

   git clone https://github.com/sahilgupta3023/nutrify.ai.git

2. Install the required dependencies:

   pip install -r requirements.txt

3. Run the app:

   streamlit run app.py

4. Ensure your Google Gemini API key is set in your environment variables (GEMINI_API_KEY).

5. You can also checkout the Testing images for testing the Calmate and Dishify Apps to check the working.

Future Enhancements

• Recipe Suggestions: Based on the user’s dietary preferences.
• Food Recognition: Automatically identify food items without manual input.

Feedback

Have feedback or suggestions? Contact us

Thankyou

• Sahil Gupta
• sahilgupta3023@gmail.com