Food waste bins have long been used to dispose of any edible food that has been left over, such as uneaten food, plate scrapings, or any other food that has been left over, including a variety of other foods. Several countries have been affected by the alarming pace at which food is wasted internationally, prompting them to deliberate on different ways to address the problem of food waste in order to reduce the amount of food wasted in various parts of the world. Smart Food Bins are intelligent food waste bins that can help users reduce the amount of food that is wasted. A Smart Food Bin performs the task of photographing the food that is being discarded. Following that, it weighs the wasted food waste and sends the information to a computer. Artificial Intelligence (AI) is used by the computer that receives the data to inform the user about the type of food that has gone waste. The smart food bin has the ability to recognize and separate different types of food waste, allowing res