One Transformer -- A New Era of Deep Learning

Deep learning has ignited the AI renaissance over the past decade. DL has become the mainstream of technological innovation and digital transformation. Over time, due to different algorithms and use cases, it has established two well-known branches, CNN and RNN. CNN (Convolutional Neural Network) is a DL model designed to process and analyze data with a grid-like structure, such as images. It uses convolutional layers to extract features from data and is often used for image classification, object detection, and segmentation.