Design and Implementation of Gesture Recognition Rehabilitation System Based on Deep Learning

Research on multi-layer perceptron based on TensorFlow

“…Specifically, the input data is first processed by the input layer, and then processed multiple times by the hidden layer, finally reaching the output layer to obtain the prediction result. During forward propagation, the output data of each layer is the input data of the next layer, so the result of forward propagation can be regarded as the output result of the neural network [4].…”

Design of gesture recognition system based on machine vision

“…Machine vision system is a computer replaces the human eye vision to do functions such as determining the target, monitoring comparison and locating information. The main task of machine vision is to get a representation of the scene or object involved in the image by parsing the image information [1] . In other words, the entrance to the machine vision system is the image, and the output is the perceptual representation of this image information.…”