Darknet was developed to address challenges in deep learning and computer vision.It is built using a custom-built Convolutional Neural Network (CNN).Darknet started as an open-source alternative to existing deep learning frameworks.Darknet is widely used in real-time object detection and has popular implementations like YOLO.