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This project develops a machine learning model capable of classifying images as either cats or dogs. Utilizing TensorFlow and Keras, I've constructed a Convolutional Neural Network (CNN) that has been ...

of the Cats vs Dogs dataset. Implemented EarlyStopping and ModelCheckpoint callbacks. Loaded a pre-trained ResNet50V2 model. Generated images that maximally activated various convolutional filters.