The rapid advancement in computer vision and deep learning has paved the way for innovative
applications in food recognition. This mini report presents a comprehensive approach to developing a Fruits and
Vegetable Recognition System using Convolutional Neural Networks (CNNs). The system not only identifies various
fruits and vegetables but also provides users with recipe suggestions based on the recognized items. The integration
of image processing techniques with a user-friendly interface enhances the cooking experience, promoting healthier
eating habits.