ResNet 50 was chosen as the model architecture for categorizing the listing photos in Airbnb's machine learning application due to several compelling reasons. ResNet 50 is a deep convolutional neural network (CNN) that has demonstrated outstanding performance in image classification tasks. It is a variant of the ResNet family of models, which are renowned for