Waste is a serious global problem. As the world's population and living standards rise, so will the amount of waste produced. People are thinking about waste generation and its consequences, and they are finding for solutions. The process of transforming garbage into new materials and items is known as recycling. Energy recovery from waste products is commonly included in this notion. Recyclability is determined by a material's ability to restore the attributes it had in its original state. Recyclability is determined by a material's ability to regain the properties it had in its original state. It is a substitute to "traditional" waste disposal that can help to save while also minimisng greenhouse gas emissions. Recycling can help reduction of waste such as spoiled food, fresh juice, and coffee, as well as helping to reduce air miles and air pollutants from incinerators and the dump waste from landfilling. In this article, we are using CNN for classifying the data which is in the form of images into Organic waste and Recyclable waste