🍽️ AI Recipe Generator from Food Image – A Deep Learning Powered Web App

AI Recipe Generator from Food Image

Have you ever stumbled upon a delicious-looking food photo and wondered how to recreate that dish at home? With our Recipe Generation from Food Image project, that dream is now a reality. Just upload a food image, and our intelligent system will generate the complete recipe for you—including the title, ingredients, and step-by-step instructions!

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📌 Project Information

🧠 Project Overview

Recipe Generation from Food Image is a free, open-source project that uses deep learning to generate recipes from food photographs. It combines computer vision and natural language processing to offer a seamless, end-to-end cooking assistant.

🔑 Key Features

• 📸 Upload Food Image: Upload any dish photo directly into the app.
• 🧾 AI-Generated Title: The system names the dish for you based on visual input.
• 🧂 Automatic Ingredients Detection: Extracts a list of ingredients from the image.
• 📝 Cooking Instructions: Step-by-step recipe generation using natural language.
• 🌐 Web Interface: Built with a clean and responsive design.
• 📁 Multiple HTML Templates: Home, About, Predict, and Layout pages included.

💻 Complete Run Setup

Follow these steps to run the project on your system:

2️⃣ Download Required Files

Replace the existing files in Foodimg2Ing/data/ with the following:

• ✅ Modelbest.ckpt
• ✅ ingr_vocab.pkl
• ✅ instr_vocab.pkl

These files are crucial for the model to function correctly.

3️⃣ Install Python Libraries

Open your terminal or command prompt:

pip install -r requirements.txt

4️⃣ Run the Application

Start the Flask server by running:

python run.py

This will launch a localhost link (typically http://127.0.0.1:5000/). Open it in your browser.

5️⃣ Start Cooking!

• Upload a food image
• Get the recipe title
• See the ingredients and instructions
• Recreate the dish at home—AI chef style!

👨‍💻 Developed By

UPDATEGADH – A trusted name in AI-powered Python web applications and machine learning projects.