Overview - Need
Advancements in AI have fueled a growing interest in the automatic generation of cooking recipes. With the abundance of online cooking recipes, a cutting-edge application called CulinAI—an intelligent system for recipe generation and evaluation has been developed that leverages AI to create innovative cooking recipes and instructions.
CulinAI offers users two powerful modes. Firstly, instruction generation from given recipe title and ingredients; and secondly, ingredient generation from recipe title and cooking instructions. It offers a recipe evaluation module, empowering users to assess the quality of the generated recipe contents conveniently.
With CulinAI, the solution offers to revolutionise the world of recipe generation by combining the power of Artificial Intelligence, extensive training data, and user-friendly evaluation tools. Whether you're an amateur chef looking for inspiration or a seasoned culinary expert seeking new ideas, CulinAI is your indispensable companion on your gastronomic journey.
Our Innovation - Approach
Our innovation encompasses a series of cooking recipe generation and evaluation solutions, for example:
- Instruction generation from the given recipe title and ingredients.
- Ingredient generation from recipe title and cooking instructions.
- Evaluation system that can:
- Highlight overlapped ingredients, helping users to quickly check the quality of generated results.
- Retrieve the human-written recipes from the database and help users to compare with the machine-generated ones.
- Allow users to rate, comment, and store the generated results.
At the core of CulinAI lies a sophisticated generative pre-trained AI model that has been fine-tuned on a vast and diverse cooking recipe dataset. This extensive training ensures that the generated recipes are not only accurate but also capture the essence of various cuisines and cooking styles.
Benefits
With our innovation, users can enjoy the followings:
- Embrace the convenience of generating practical recipes effortlessly by simply specifying the desired cuisine title and ingredients. Our innovative technology handles the rest, providing you with customised recipes tailored to your preferences.
- Explore a world of personalised, healthier, and creative cooking recipes that cater to your specific needs and culinary aspirations. Our system serves as a constant source of inspiration, offering a platform to showcase your modified ideas or discover innovative cooking concepts.
- Effortlessly evaluate the quality of the generated recipes and gain valuable insights by comparing them with similar human-written recipes sourced from our extensive database.
This innovation can elevate user’s cooking experience to new heights, enjoy personalised recipes, and unlock endless culinary possibilities.
Applications
The technology is applicable to the growing section in the food and nutrition market.
- Personalized cooking, where the system helps the users to generate personalized cooking recipe based on the ingredients they prefer, or they have in hand.
- Healthier cooking for achieving Intelligent medical dieting control (e.g., diabetes) or promoting a healthier lifestyle, where the system helps to generate recipes using certain healthier alternatives (e.g., brown rice) other than traditional ingredients.
- Creative cooking in the Food and Beverage industry, where the system helps to come up with novel and practical ways for cooking certain dishes. For example, people may involve the oriental taste to burgers by adding some soy sauce to the meat pie.
If you're interested in this technology, please contact KTC.