Research and application of image recognition technology based on deep learning
With the rapid development of deep learning technology,image recognition technology has made remarkable prog-ress and is widely used in many fields.In view of this,the basic concepts of deep learning,including its working principle and key technologies,are first introduced.Then,the core algorithms and models such as convolutional neural network(CNN),recurrent neu-ral network(RNN)and generative adversarial network(GAN)are described in detail,and their applications and advantages in im-age recognition are analyzed.Finally,the application of deep learning in the fields of medical image analysis,autonomous driving and intelligent security is discussed,and its important value in modern technology is demonstrated.
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