DEEP LEARNING BASED ON CONVOLUTIONAL NEURAL NETWORKS FOR OBJECT DETECTION

The principles of operation of convolutional neural networks, which are one of the key tools of modern deep learning, are studied.A software implementation is carried out for 1) determining the state of a car using logical functions; 2) determining the state of the road by the type of weather conditions using logical functions; 3) an algorithm for recognizing road signs using computer vision.