A kind of children's learning robot and its early education system self-learning method

Abstract

The invention discloses a self-learning method for a learning companion robot for children and its early education system. The self-learning method includes: step A10, training a convolutional neural network; step A20, using a convolutional neural network to extract feature vectors from input images; and step A30 , using the product quantization technique to group and quantify the feature vectors; step A40, generate a benchmark alphabet according to the Imagenet dataset; step A50, obtain the images and categories of unknown new things, extract the feature vectors of the new thing images and quantify them in groups, and Find the matching new thing string in the alphabet; match and connect the new thing string with the category in the associative memory model, so as to learn new things into the early education system; step A60, obtain the image of the thing to be recognized, and the early education system recognizes The category of things to be recognized. The invention can learn new knowledge and compete with children together, and improve children's learning fun.

Description

technical field [0001] The invention relates to an intelligent device, in particular to a learning robot for children and a self-learning method for an early education system thereof. Background technique [0002] Preschool children need long-term companionship and supervision from adults due to their immature intellectual and physical development. Moreover, childhood is a sensitive period for the fastest development of sports, language, mathematics and other abilities. Its importance is self-evident, which requires parents to spend a lot of energy and cost to accompany and educate children. At present, most of the existing early education systems only have audio and video playback functions. Although some early education systems can simply interact with them through voice or touch, the content of the interaction must be the existing materials in the system database. That is to say, the existing early education system mainly has the function of the existing materials in the...

AI Technical Summary

Problems solved by technology

[0003] Aiming at the technical problem that the current early childhood education system does not have the self-learning function and cannot learn new knowledge not covered by the system, the present invention provides a self-learning method for the early education system of the children's companion learning robot, through the early education system of the companion learning robot Self-learning function to improve children's learning fun, so as to achieve the purpose of learning and growing together with children, and eliminate children's fear and weariness of learning

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