Research on Some Key Technologies of Deep Learning in the Field of Computer Vision

The role of computer vision technology in the field of artificial intelligence development is very important, but there is a problem of poor application effect of key technologies. Traditional neural network algorithms cannot solve the problems of image classification and inaccurate image detection in computer visual perception tasks. In the tide of artificial intelligence, the combination of computer vision and deep learning has become an important force to promote technological progress. By imitating the processing mechanism of images and videos by human brain, deep learning has not only made a breakthrough in understanding complex visual information, but also demonstrated its incomparable ability in many fields.