Video quality inspection is based on video transcoding, image/audio detection and classification, deep learning and other technologies to enable more efficient, convenient and easy-to-use automated detection services for business scenarios such as Internet entertainment, online education, radio and television media, financial dual recording, camera monitoring and so on.