Z-ENG: AI-Powered Recipe Recommender
2025-2026 ősz
Szoftver
Téma leírása
The project aims to develop a personalized recipe recommendation system that suggests meals based on available ingredients and user preferences. By analyzing a dataset of recipes with ingredients and instructions, the system will use machine learning models to match user input with suitable recipes. Different approaches, such as ingredient-based similarity, clustering, and content-based filtering, will be implemented and compared. A user interface (mobile or web) will allow users to input ingredients, browse suggested recipes, and save favorites. The project emphasizes practical implementation, user experience, and performance evaluation using recommendation metrics.
Feltételek
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Basic knowledge of: 1. Python and/or Java 2. Web or desktop application development 3. Databases 4. Machine Learning for recommendation systems, and any other skill that the student may need
Maximális létszám:
1 fő