Here I have used CNN to classify the images of rock, paper, sccisor using tensorflow and keras libraries. I have implemented the model in three ways: Basic Approach, Convultional Approach(using conv2d layers) and Better Convolutional Approach(by applying average pooling, max pooling, and dropout techniques)
Achieved accuracy of 80%. The images were converted into grey-scale as the color was not important in deriving the required results.