Image recognition method and electronic apparatus thereof

An image recognition method and an electronic apparatus thereof are provided. The present disclosure provides a training sample set to train a recognition model including multiple neural networks, so as to recognize the classification label to which the image to be tested belongs through the trained recognition model. The training sample set includes multiple image sets belonging to multiple users respectively. In the training process, multiple training images corresponding to multiple classification labels are taken from the first image set in the training sample set as multiple reference images for training; one training image is taken from the second image set different from the first image set as an input image for training; and the reference images and the input image for training as input of the neural networks to train, wherein the input of each neural network includes at least one reference image and one input image for training.