Method, apparatus and apparatus for training neural network and detecting eye opening/closing state

摘要

An embodiment of the present invention discloses a training method for a neural network, a method for detecting eye opening/closing state, an intelligent driving control method, apparatus, electronic device, computer readable storage medium, and a computer program, and the training method for a neural network includes eye opening and closing of a training target. performing eye open/close state detection processing for each of a plurality of eye images in an image set corresponding to each of two or more eye open/close detection training tasks through a neural network for detection, and output a detection result of eye open/close state; Based on the eye image, the eye opening/closing labeling information and the detection result of the eye opening/closing state output from the neural network, each loss corresponding to each of the two or more eye opening/closing detection training tasks is determined, and the 2 Each of the more than one eye opening and closing detection training task is at least partially different from the eye images included in the different image sets, including the ability to adjust the network parameters of the neural network based on the corresponding losses.