Are you ever in the situation where you have a mouthwatering picture of a delicious dish but no idea how to recreate it? Look no further! Our "Recipe Generation from Food Images" project harnesses the power of deep learning to provide you with a solution.
This innovative application uses state-of-the-art deep learning techniques to analyze food images and generate comprehensive cooking recipes. From a simple snapshot of your favorite dish, our system can extract essential information including:
Recipe Title: A catchy and descriptive title for the dish.
Ingredients: A detailed list of all the ingredients needed.
Instructions: Step-by-step cooking instructions to help you recreate the dish flawlessly.
Deep Learning Magic: Our model employs cutting-edge computer vision algorithms to identify ingredients and cooking processes within food images.
Natural Language Generation: It utilizes advanced natural language processing to create coherent and easy-to-follow cooking instructions.
User-Friendly Interface: A user-friendly web or mobile interface for hassle-free recipe generation.
Endless Culinary Exploration: Discover new recipes and cuisines by simply snapping a picture of any dish.
Download these files and replace it with the files in this folder "Foodimg2Ing/data/"
-
Model (Modelbest.ckpt) : Download Modelbest.ckpt
-
Ingredients (ingr_vocab.pkl) : Download ingr_vocab.pkl
-
Instruction (instr_vocab.pkl) : Download instr_vocab.pkl
- Open Terminal (cmd)
- Install all the required libraries using "pip install -r requirements.txt"
- run "python run.py"
You will be getting a localhost link and open that link in your browser
