Deep Learning Empowers Accurate Body Shape Classification for Personalized Fashion Recommendations

This paper proposes a robust deep learning-based model for accurately classifying human body shapes into five categories - Rectangle, Triangle, Inverted Triangle, Hourglass, and Apple. The model utilizes a segmentation network to extract the person's body from the image, and then employs various pre-trained convolutional neural network architectures to classify the body shape.