Proper garbage classification is essential for effective waste management and environmental sustainability. This research paper presents a comprehensive study of using Convolutional Neural Networks (CNNs). The objective to develop an accurate automated system leveraging the power deep learning. proposed CNN model achieves impressive accuracy 98.45%, demonstrating its efficacy in classifying dif...