With the rapid development of deep learning in the field of computer vision. few-shot learning has emerged as an effective approach to tackle the challenge of data scarcity. garnering widespread attention from researchers. Despite significant progress in few-shot learning. https://www.roneverhart.com/Viseart-Cashmerie-Etendu-Palette/