Building a CNN Architecture for classification of images

Data set:https://www.kaggle.com/datasets/andrewmvd/animal-faces

Neural NetWorks Play ground

https://playground.tensorflow.org/#activation=relu&batchSize=10&dataset=spiral&regDataset=reg-plane&learningRate=0.03&regularizationRate=0&noise=0&networkShape=3,2&seed=0.44280&showTestData=false&discretize=false&percTrainData=50&x=true&y=true&xTimesY=false&xSquared=false&ySquared=false&cosX=false&sinX=false&cosY=false&sinY=false&collectStats=false&problem=regression&initZero=false&hideText=false

CNN Play ground

https://poloclub.github.io/cnn-explainer/