Applications of Image Recognition Using Deep Learning and Its Challenges

In this paper, we provide an overview of image recognition using deep learning and introduce its applications. Then, challenges in application and how to deal with them are discussed from a practical point of view. As a case study, image recognition of medical images and cloud images are examined as examples. Based on the similarity between medical images and cloud images, the paper examines the possibility of applying the method that has been successfully used for medical images to cloud images.