Research of the Characteristics of a Convolutional Neural Network on the ESP32-CAM Microcontroller

Research of the Characteristics of a Convolutional Neural Network on the ESP32-CAM Microcontroller

The paper is devoted to solving the problem of using neural networks for real-time image recognition on low-power portable devices running on microcontrollers. The ESP-32© CAM microcontroller was used as the target device, on which an artificial neural network was deployed, written using the Python...

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Bibliographic Details
Main Authors: Rostyslav Dmytrovych Sharuiev, Pavlo Vasylovych Popovych
Format: Article
Language:English
Published: Igor Sikorsky Kyiv Polytechnic Institute 2023-05-01
Series:Mìkrosistemi, Elektronìka ta Akustika
Subjects:
microcontroller
neural network
epoch
training
classification
Online Access:http://elc.kpi.ua/article/view/277487

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