深度学习及其在图像分类识别中的运用探讨

Deep Learning and Its Application in Image Classification and Recognition

随着信息技术的不断发展,深度学习逐渐成为促进社会各项技术发展的必然趋势,并且在社会各领域都得到有效的应用。基于此,笔者就深度学习及其在图像分类识别中的运用进行研究,首先就深度学习的起源和发展进行分析,然后阐述深度学习在图像分类识别中的应用,最后根据深度学习的发展现状,提出一些实际应用的途径,从而提升深度学习的应用水平。

With the continuous development of information technology, deep learning has gradually become an inevitable trend to promote the development of various social technologies, and has been effectively applied in all areas of society. Based on this, the author studies deep learning and its application in image classification recognition. Firstly, the origin and development of deep learning are analyzed, and then the application of deep learning in image classification recognition is expounded. Finally, according to the development status of deep learning, some practical ways are put forward to improve the application level of deep learning.