🍽️ 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
Feature | Description |
---|---|
Project Name | Recipe Generation from Food Image |
Language/s Used | Python, HTML |
Framework | Flask (Python Web Framework) |
Type | AI-Based Flask Web Application |
Developer | UPDATEGADH |
🧠 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.
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