Abstract (300 words maximum)
In recent years, Artificial Intelligence (AI) has transformed various aspects of food technology, including automated recipe generation. This paper introduces an AI-powered Image-to-Recipe Generator, a system that extracts ingredient details from an image and generates a structured recipe with cooking instructions. Utilizing computer vision (CNNs, Vision Transformers) for ingredient detection and natural language processing (NLP) for recipe formulation, this system enhances the culinary experience by enabling users to derive recipes from food images effortlessly. The model integrates deep learning-based image recognition, NLP-driven text generation, and a recommendation engine to provide
personalized recipes based on dietary preferences and nutritional constraints. This AI- powered solution bridges the gap between visual food identification and recipe creation,
offering a seamless and interactive way to explore cooking possibilities.
Academic department under which the project should be listed
CCSE - Computer Science
Primary Investigator (PI) Name
Dr. Hafiz Khan
AI-Powered Image To Recipe Generator
AI-Powered Image to Recipe Generator.pptx (2924 kB)
AI-Powered Image To Recipe Generator
AI-Powered Image To Recipe Generator
In recent years, Artificial Intelligence (AI) has transformed various aspects of food technology, including automated recipe generation. This paper introduces an AI-powered Image-to-Recipe Generator, a system that extracts ingredient details from an image and generates a structured recipe with cooking instructions. Utilizing computer vision (CNNs, Vision Transformers) for ingredient detection and natural language processing (NLP) for recipe formulation, this system enhances the culinary experience by enabling users to derive recipes from food images effortlessly. The model integrates deep learning-based image recognition, NLP-driven text generation, and a recommendation engine to provide
personalized recipes based on dietary preferences and nutritional constraints. This AI- powered solution bridges the gap between visual food identification and recipe creation,
offering a seamless and interactive way to explore cooking possibilities.