The main aim project is to develop a smart intelligent garbage alert system for a proper garbage management. Our project proposes a smart AI dustbin which is Collect the Real time dataset of what's in the Garbage and Classify the Waste. Prepare the Dataset for an Image classification. Train the Neural Network and Create a Tensor Flow Model and Deploy the Model. After it is also interfaced with hardware using ultrasonic sensor. The sensor values are read and the values are displayed in the LCD. Hence, garbage management is done by using both image processing and embedded system. Based on the image processing output, the respective degradable and non-degradable dustbins are opened by showing relay operations.