Resizing images to a square shape is necessary in the field of Artificial Intelligence (AI), specifically in the context of deep learning with TensorFlow, when using convolutional neural networks (CNNs) for tasks such as identifying dogs vs cats. This process is an essential step in the preprocessing stage of the image classification pipeline. The need