The originality and inventiveness of SnapEat lie in its unique combination of features and its innovative approach to addressing the limitations of existing food-related mobile applications. While there are nutrition detectors and food recommendation apps available, SnapEat sets itself apart by providing users with a comprehensive solution. By leveraging computer vision techniques, specifically convolutional neural networks (CNN), SnapEat can accurately identify the nutritional content of food through user-captured photos. This novel use of technology enables the app to offer personalized nutritional advice tailored to individual health information and dietary goals, filling a gap in the market. Moreover, SnapEat goes beyond nutrition information and recommends similar food options available at nearby restaurants and stores, giving users a broader range of choices while considering their preferences. The integration of automatic social media posting further enhances the user experience and promotes healthy eating habits. Additionally, the use of artificial intelligence (AI) allows SnapEat to offer targeted marketing initiatives such as coupons to users based on their preferences, fostering engagement and benefiting both users and businesses. Overall, SnapEat's originality lies in its combination of advanced technology, personalized recommendations, and its potential to revolutionize the way individuals maintain a proper diet in our interconnected world.