**3.2 Image recognition**

Image recognition based on deep learning becomes very famous and accurate result-oriented technology based on the training and experience of machine. Deep learning plays a very important part in image recognition and image classification in underwater target recognition [12] although the images from underwater are always noisy and deteriorated. MNIST is one of the most renowned examples used for image classification, below is the simple of dataset of MNIST dataset (**Figure 5**).
