Online Learning Algorithm and Framework for Educational Robots

The combination of artificial intelligence and embedded, and let educational robots has more interaction with teenagers. A new human-computer interaction framework, userdefined training set. The embedded side uses the ESP32WROVER dual-core chip, equipped with OV2640 camera, captures the image content, and utilizes SPI communication method to send it to the PC for processing. The host computer uses the Two Pass and KNN algorithms to segment and classify the image, and returns the final weight vector to the lower computer. Finally, the article shows the experimental results, and analyzes the factors influencing the experimental results, and gives a reasonable solution.