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Artificial Intelligence for IoT Cookbook

You're reading from   Artificial Intelligence for IoT Cookbook Over 70 recipes for building AI solutions for smart homes, industrial IoT, and smart cities

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Product type Paperback
Published in Mar 2021
Publisher Packt
ISBN-13 9781838981983
Length 260 pages
Edition 1st Edition
Languages
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Author (1):
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Michael Roshak Michael Roshak
Author Profile Icon Michael Roshak
Michael Roshak
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Toc

Table of Contents (11) Chapters Close

Preface 1. Setting Up the IoT and AI Environment 2. Handling Data FREE CHAPTER 3. Machine Learning for IoT 4. Deep Learning for Predictive Maintenance 5. Anomaly Detection 6. Computer Vision 7. NLP and Bots for Self-Ordering Kiosks 8. Optimizing with Microcontrollers and Pipelines 9. Deploying to the Edge 10. About Packt

How to do it...

The steps for this recipe are as follows:

  1. Import the necessary libraries:
#include <string.h>
#include "freertos/FreeRTOS.h"
#include "freertos/task.h"
#include "cJSON.h"
#include "driver/gpio.h"
#include "esp_system.h"
#include "esp_log.h"
#include "esp_http_client.h"
#include "esp_https_ota.h"
#include "wifi_functions.h"
  1. Set the firmware version, certificates, and buffer size:
#define FIRMWARE_VERSION 0.1
#define UPDATE_JSON_URL "https://microshak.com/esp32/firmware.json"

extern const char server_cert_pem_start[] asm("_binary_certs_pem_start");
extern const char server_cert_pem_end[] asm("_binary_certs_pem_end");

char rcv_buffer[200];
  1. Create an HTTP event handler:
esp_err_t _http_event_handler(esp_http_client_event_t *evt) 
{
switch(evt->event_id) {
case HTTP_EVENT_ERROR:
break;
case HTTP_EVENT_ON_CONNECTED:
...
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