云天 发表于 2023-8-29 14:55:45

ESP EYE + 行空板 智能门禁轻松实现


【项目背景】
在DF商城看到一个ESP开发板,ESP-EYE 智能摄像头开发板 板载ESP32芯片,集成200万像素摄像头,支持Wi-Fi图像传输。很小巧,正好这段时间正在学习如何使用ESP32开发板,就用这个ESP-EYE开发板与行空板结合做一个小项目,数字“猫眼”。
【ESP EYE】
1.ESP-EYE是一款专注于图像识别与语音处理的开发板,板载ESP32芯片,集成200万像素摄像头、数字麦克风,拥有8 MByte PSRAM和4 MByte flash的丰富存储,支持Wi-Fi图像传输与Micro USB调试与供电,可广泛应用于智能物联网领域的应用开发。



2.Arduino IDE 编程
主控板要选择“AI Thinker ESP32-CAM”

3.利用示例“CameraWebServer”测试图传


#include "esp_camera.h"
#include <WiFi.h>

// ===================
// Select camera model
// ===================

#define CAMERA_MODEL_ESP_EYE // Has PSRAM

#include "camera_pins.h"

// ===========================
//输入你的wifi凭据
// ===========================
const char* ssid = "**********";
const char* password = "**********";

void startCameraServer();
void setupLedFlash(int pin);

void setup() {
Serial.begin(115200);
Serial.setDebugOutput(true);
Serial.println();

camera_config_t config;
config.ledc_channel = LEDC_CHANNEL_0;
config.ledc_timer = LEDC_TIMER_0;
config.pin_d0 = Y2_GPIO_NUM;
config.pin_d1 = Y3_GPIO_NUM;
config.pin_d2 = Y4_GPIO_NUM;
config.pin_d3 = Y5_GPIO_NUM;
config.pin_d4 = Y6_GPIO_NUM;
config.pin_d5 = Y7_GPIO_NUM;
config.pin_d6 = Y8_GPIO_NUM;
config.pin_d7 = Y9_GPIO_NUM;
config.pin_xclk = XCLK_GPIO_NUM;
config.pin_pclk = PCLK_GPIO_NUM;
config.pin_vsync = VSYNC_GPIO_NUM;
config.pin_href = HREF_GPIO_NUM;
config.pin_sccb_sda = SIOD_GPIO_NUM;
config.pin_sccb_scl = SIOC_GPIO_NUM;
config.pin_pwdn = PWDN_GPIO_NUM;
config.pin_reset = RESET_GPIO_NUM;
config.xclk_freq_hz = 20000000;
config.frame_size = FRAMESIZE_UXGA;
config.pixel_format = PIXFORMAT_JPEG; // for streaming
//config.pixel_format = PIXFORMAT_RGB565; // for face detection/recognition
config.grab_mode = CAMERA_GRAB_WHEN_EMPTY;
config.fb_location = CAMERA_FB_IN_PSRAM;
config.jpeg_quality = 12;
config.fb_count = 1;

// if PSRAM IC present, init with UXGA resolution and higher JPEG quality
//                      for larger pre-allocated frame buffer.
if(config.pixel_format == PIXFORMAT_JPEG){
    if(psramFound()){
      config.jpeg_quality = 10;
      config.fb_count = 2;
      config.grab_mode = CAMERA_GRAB_LATEST;
    } else {
      // Limit the frame size when PSRAM is not available
      config.frame_size = FRAMESIZE_SVGA;
      config.fb_location = CAMERA_FB_IN_DRAM;
    }
} else {
    // Best option for face detection/recognition
    config.frame_size = FRAMESIZE_240X240;
#if CONFIG_IDF_TARGET_ESP32S3
    config.fb_count = 2;
#endif
}
#if defined(CAMERA_MODEL_ESP_EYE)
pinMode(13, INPUT_PULLUP);
pinMode(14, INPUT_PULLUP);
#endif

// camera init
esp_err_t err = esp_camera_init(&config);
if (err != ESP_OK) {
    Serial.printf("Camera init failed with error 0x%x", err);
    return;
}
sensor_t * s = esp_camera_sensor_get();
// initial sensors are flipped vertically and colors are a bit saturated
if (s->id.PID == OV3660_PID) {
    s->set_vflip(s, 1); // flip it back
    s->set_brightness(s, 1); // up the brightness just a bit
    s->set_saturation(s, -2); // lower the saturation
}
// drop down frame size for higher initial frame rate
if(config.pixel_format == PIXFORMAT_JPEG){
    s->set_framesize(s, FRAMESIZE_QVGA);
}
#if defined(CAMERA_MODEL_M5STACK_WIDE) || defined(CAMERA_MODEL_M5STACK_ESP32CAM)
s->set_vflip(s, 1);
s->set_hmirror(s, 1);
#endif
#if defined(CAMERA_MODEL_ESP32S3_EYE)
s->set_vflip(s, 1);
#endif
// Setup LED FLash if LED pin is defined in camera_pins.h
#if defined(LED_GPIO_NUM)
setupLedFlash(LED_GPIO_NUM);
#endif
WiFi.begin(ssid, password);
WiFi.setSleep(false);
while (WiFi.status() != WL_CONNECTED) {
    delay(500);
    Serial.print(".");
}
Serial.println("");
Serial.println("WiFi connected");
startCameraServer();
Serial.print("Camera Ready! Use 'http://");
Serial.print(WiFi.localIP());
Serial.println("' to connect");
}

void loop() {
// Do nothing. Everything is done in another task by the web server
delay(10000);
}

4.测试演示视频https://www.bilibili.com/video/BV19p4y1P7t1/?share_source=copy_web&vd_source=98855d5b99ff76982639c5ca6ff6f528
【TCP图传】
1.ESP EYE使用“HTTPClient”库向行空板传送摄像头拍摄的图像。

#include "esp_camera.h"
#include <WiFi.h>
#include <HTTPClient.h>
// 用于上传照片的服务器地址,行空板IP地址
const char *serverName = "http://192.168.31.71:9000/upload";
// ===================
// Select camera model
#define CAMERA_MODEL_ESP_EYE // Has PSRAM
#include "camera_pins.h"
// ===========================
// Enter your WiFi credentials
// ===========================
const char* ssid = "**********";
const char* password = "***********";
void setup() {
Serial.begin(115200);
Serial.setDebugOutput(true);
Serial.println();

camera_config_t config;
config.ledc_channel = LEDC_CHANNEL_0;
config.ledc_timer = LEDC_TIMER_0;
config.pin_d0 = Y2_GPIO_NUM;
config.pin_d1 = Y3_GPIO_NUM;
config.pin_d2 = Y4_GPIO_NUM;
config.pin_d3 = Y5_GPIO_NUM;
config.pin_d4 = Y6_GPIO_NUM;
config.pin_d5 = Y7_GPIO_NUM;
config.pin_d6 = Y8_GPIO_NUM;
config.pin_d7 = Y9_GPIO_NUM;
config.pin_xclk = XCLK_GPIO_NUM;
config.pin_pclk = PCLK_GPIO_NUM;
config.pin_vsync = VSYNC_GPIO_NUM;
config.pin_href = HREF_GPIO_NUM;
config.pin_sccb_sda = SIOD_GPIO_NUM;
config.pin_sccb_scl = SIOC_GPIO_NUM;
config.pin_pwdn = PWDN_GPIO_NUM;
config.pin_reset = RESET_GPIO_NUM;
config.xclk_freq_hz = 20000000;
config.frame_size = FRAMESIZE_UXGA;
config.pixel_format = PIXFORMAT_JPEG; // for streaming
//config.pixel_format = PIXFORMAT_RGB565; // for face detection/recognition
config.grab_mode = CAMERA_GRAB_WHEN_EMPTY;
config.fb_location = CAMERA_FB_IN_PSRAM;
config.jpeg_quality = 12;
config.fb_count = 1;

// if PSRAM IC present, init with UXGA resolution and higher JPEG quality
//                      for larger pre-allocated frame buffer.
if(config.pixel_format == PIXFORMAT_JPEG){
    if(psramFound()){
      config.jpeg_quality = 10;
      config.fb_count = 2;
      config.grab_mode = CAMERA_GRAB_LATEST;
    } else {
      // Limit the frame size when PSRAM is not available
      config.frame_size = FRAMESIZE_SVGA;
      config.fb_location = CAMERA_FB_IN_DRAM;
    }
} else {
    // Best option for face detection/recognition
    config.frame_size = FRAMESIZE_240X240;
#if CONFIG_IDF_TARGET_ESP32S3
    config.fb_count = 2;
#endif
}

#if defined(CAMERA_MODEL_ESP_EYE)
pinMode(13, INPUT_PULLUP);
pinMode(14, INPUT_PULLUP);
#endif

// camera init
esp_err_t err = esp_camera_init(&config);
if (err != ESP_OK) {
    Serial.printf("Camera init failed with error 0x%x", err);
    return;
}

sensor_t * s = esp_camera_sensor_get();
// initial sensors are flipped vertically and colors are a bit saturated
if (s->id.PID == OV3660_PID) {
    s->set_vflip(s, 1); // flip it back
    s->set_brightness(s, 1); // up the brightness just a bit
    s->set_saturation(s, -2); // lower the saturation
}
// drop down frame size for higher initial frame rate
if(config.pixel_format == PIXFORMAT_JPEG){
    s->set_framesize(s, FRAMESIZE_QVGA);
}

#if defined(CAMERA_MODEL_M5STACK_WIDE) || defined(CAMERA_MODEL_M5STACK_ESP32CAM)
s->set_vflip(s, 1);
s->set_hmirror(s, 1);
#endif

#if defined(CAMERA_MODEL_ESP32S3_EYE)
s->set_vflip(s, 1);
#endif
WiFi.begin(ssid, password);
WiFi.setSleep(false);
while (WiFi.status() != WL_CONNECTED) {
    delay(500);
    Serial.print(".");
}
Serial.println("");
Serial.println("WiFi connected");
}
void loop() {
// 拍摄照片
    camera_fb_t *fb = esp_camera_fb_get();
    if (!fb)
    {
      Serial.println("获取摄像头帧缓冲失败");
      return;
    }
    // 建立HTTP客户端
    HTTPClient http;
    // 将照片上传到服务器
    http.begin(serverName);
    http.addHeader("Content-Type", "image/jpeg");
    int httpResponseCode = http.POST(fb->buf, fb->len);
    if (httpResponseCode > 0)
    {
      Serial.printf("照片上传成功,服务器返回代码:%d\n", httpResponseCode);
      // 再闪一下提示上传成功

    }
    else
    {
      Serial.printf("照片上传失败,错误代码:%s\n", http.errorToString(httpResponseCode).c_str());
    }
    http.end();

    // 释放帧缓冲
    esp_camera_fb_return(fb);
}



2.行空板使用“flask”库,接收图像并在屏幕上显示


from flask import Flask, request
from unihiker import GUI

u_gui=GUI()


显图=u_gui.draw_image(image="base.png",h=320,x=0,y=0)
app = Flask(__name__)
@app.route('/upload', methods=['POST'])
def upload():

    try:
      image = request.data
      # 保存照片到指定目录
      
      with open('base.png', 'wb') as f:
            f.write(image)
            f.close()
      
      显图.config(image="base.png")
      
      return "照片上传成功", 200
    except Exception as e:
      print("照片上传失败:", str(e))
      return "照片上传失败", 500

if __name__ == '__main__':

    app.run(host='192.168.31.71', port=9000)


【物联网开关】
使用行空板A、B键,利用Easy IOT物联网平台向ESP EYE发送开启或关闭发送图像的指令。

1.ESP EYE 物联网测试程序


/*
SimpleMQTTClient.ino
The purpose of this exemple is to illustrate a simple handling of MQTT and Wifi connection.
Once it connects successfully to a Wifi network and a MQTT broker, it subscribe to a topic and send a message to it.
It will also send a message delayed 5 seconds later.
*/

#include "EspMQTTClient.h"

EspMQTTClient client(
"sxs",
"smj080823",
"182.254.130.180",// MQTT Broker server ip
"X8jykxFnR",   // Can be omitted if not needed
"u8jskbFngz",   // Can be omitted if not needed
"yuntian365",   // Client name that uniquely identify your device
1883            // The MQTT port, default to 1883. this line can be omitted
);

void setup()
{
Serial.begin(115200);

// Optional functionalities of EspMQTTClient
client.enableDebuggingMessages(); // Enable debugging messages sent to serial output
client.enableHTTPWebUpdater(); // Enable the web updater. User and password default to values of MQTTUsername and MQTTPassword. These can be overridded with enableHTTPWebUpdater("user", "password").
client.enableOTA(); // Enable OTA (Over The Air) updates. Password defaults to MQTTPassword. Port is the default OTA port. Can be overridden with enableOTA("password", port).
client.enableLastWillMessage("MNpA1p_4R", "I am going offline");// You can activate the retain flag by setting the third parameter to true
}

// This function is called once everything is connected (Wifi and MQTT)
// WARNING : YOU MUST IMPLEMENT IT IF YOU USE EspMQTTClient
void onConnectionEstablished()
{
// Subscribe to "mytopic/wildcardtest/#" and display received message to Serial
client.subscribe("1DXAmWJ4g", [](const String & topic, const String & payload) {
    Serial.println("(From wildcard) topic: " + topic + ", payload: " + payload);
});

// Publish a message to "mytopic/test"
client.publish("k_eT7HUVR", "This is a message"); // You can activate the retain flag by setting the third parameter to true

// Execute delayed instructions
client.executeDelayed(5 * 1000, []() {
    client.publish("k_eT7HUVR", "This is a message sent 5 seconds later");
});
}

void loop()
{
client.loop();
}


【行空板完整程序】
行空板连接物联网及接收图传完整程序



from flask import Flask, request
from unihiker import GUI
import siot
import time
u_gui=GUI()
i=0

显图=u_gui.draw_image(image="base.png",h=320,x=0,y=0)
app = Flask(__name__)
@app.route('/upload', methods=['POST'])
def upload():

    try:
      image = request.data
      # 保存照片到指定目录
      
      with open('base.png', 'wb') as f:
            f.write(image)
            f.close()
      
      显图.config(image="base.png")
      
      return "照片上传成功", 200
    except Exception as e:
      print("照片上传失败:", str(e))
      return "照片上传失败", 500
# 事件回调函数
def on_buttona_click_callback():
    global i
    if i==0:
       i=1
       siot.publish(topic="1DXAmWJ4g", data="a")
# 事件回调函数
def on_buttonb_click_callback():
    global i
    if i==1:
       i=0
       siot.publish(topic="1DXAmWJ4g", data="b")
if __name__ == '__main__':
    siot.init(client_id="yuntian367",server="iot.dfrobot.com.cn",port=1883,user="X8jykxFnR",password="u8jskbFngz")
    siot.connect()
    siot.loop()
   
    u_gui.on_a_click(on_buttona_click_callback)
    u_gui.on_b_click(on_buttonb_click_callback)
    app.run(host='192.168.31.71', port=9000)
   


【ESP EYE完整程序】
接收物联网指令,向行空板图传。



#include "esp_camera.h"
#include <WiFi.h>

#include <HTTPClient.h>

// 用于上传照片的服务器地址,行空板IP地址
const char *serverName = "http://192.168.31.71:9000/upload";
// ===================
// Select camera model

#define CAMERA_MODEL_ESP_EYE // Has PSRAM

#include "camera_pins.h"
#include "EspMQTTClient.h"

EspMQTTClient client(
"sxs",
"smj080823",
"182.254.130.180",// MQTT Broker server ip
"X8jykxFnR",   // Can be omitted if not needed
"u8jskbFngz",   // Can be omitted if not needed
"yuntian365",   // Client name that uniquely identify your device
1883            // The MQTT port, default to 1883. this line can be omitted
);
// ===========================
// Enter your WiFi credentials
// ===========================
const char* ssid = "sxs";
const char* password = "smj080823";

int bs;

void setup() {
Serial.begin(115200);
Serial.setDebugOutput(true);
Serial.println();

camera_config_t config;
config.ledc_channel = LEDC_CHANNEL_0;
config.ledc_timer = LEDC_TIMER_0;
config.pin_d0 = Y2_GPIO_NUM;
config.pin_d1 = Y3_GPIO_NUM;
config.pin_d2 = Y4_GPIO_NUM;
config.pin_d3 = Y5_GPIO_NUM;
config.pin_d4 = Y6_GPIO_NUM;
config.pin_d5 = Y7_GPIO_NUM;
config.pin_d6 = Y8_GPIO_NUM;
config.pin_d7 = Y9_GPIO_NUM;
config.pin_xclk = XCLK_GPIO_NUM;
config.pin_pclk = PCLK_GPIO_NUM;
config.pin_vsync = VSYNC_GPIO_NUM;
config.pin_href = HREF_GPIO_NUM;
config.pin_sccb_sda = SIOD_GPIO_NUM;
config.pin_sccb_scl = SIOC_GPIO_NUM;
config.pin_pwdn = PWDN_GPIO_NUM;
config.pin_reset = RESET_GPIO_NUM;
config.xclk_freq_hz = 20000000;
config.frame_size = FRAMESIZE_UXGA;
config.pixel_format = PIXFORMAT_JPEG; // for streaming
//config.pixel_format = PIXFORMAT_RGB565; // for face detection/recognition
config.grab_mode = CAMERA_GRAB_WHEN_EMPTY;
config.fb_location = CAMERA_FB_IN_PSRAM;
config.jpeg_quality = 12;
config.fb_count = 1;

// if PSRAM IC present, init with UXGA resolution and higher JPEG quality
//                      for larger pre-allocated frame buffer.
if(config.pixel_format == PIXFORMAT_JPEG){
    if(psramFound()){
      config.jpeg_quality = 10;
      config.fb_count = 2;
      config.grab_mode = CAMERA_GRAB_LATEST;
    } else {
      // Limit the frame size when PSRAM is not available
      config.frame_size = FRAMESIZE_SVGA;
      config.fb_location = CAMERA_FB_IN_DRAM;
    }
} else {
    // Best option for face detection/recognition
    config.frame_size = FRAMESIZE_240X240;
#if CONFIG_IDF_TARGET_ESP32S3
    config.fb_count = 2;
#endif
}

#if defined(CAMERA_MODEL_ESP_EYE)
pinMode(13, INPUT_PULLUP);
pinMode(14, INPUT_PULLUP);
#endif

// camera init
esp_err_t err = esp_camera_init(&config);
if (err != ESP_OK) {
    Serial.printf("Camera init failed with error 0x%x", err);
    return;
}

sensor_t * s = esp_camera_sensor_get();
// initial sensors are flipped vertically and colors are a bit saturated
if (s->id.PID == OV3660_PID) {
    s->set_vflip(s, 1); // flip it back
    s->set_brightness(s, 1); // up the brightness just a bit
    s->set_saturation(s, -2); // lower the saturation
}
// drop down frame size for higher initial frame rate
if(config.pixel_format == PIXFORMAT_JPEG){
    s->set_framesize(s, FRAMESIZE_QVGA);
}

#if defined(CAMERA_MODEL_M5STACK_WIDE) || defined(CAMERA_MODEL_M5STACK_ESP32CAM)
s->set_vflip(s, 1);
s->set_hmirror(s, 1);
#endif

#if defined(CAMERA_MODEL_ESP32S3_EYE)
s->set_vflip(s, 1);
#endif



WiFi.begin(ssid, password);
WiFi.setSleep(false);

while (WiFi.status() != WL_CONNECTED) {
    delay(500);
    Serial.print(".");
}
Serial.println("");
Serial.println("WiFi connected");

bs=0;
client.enableDebuggingMessages(); // Enable debugging messages sent to serial output
client.enableHTTPWebUpdater(); // Enable the web updater. User and password default to values of MQTTUsername and MQTTPassword. These can be overridded with enableHTTPWebUpdater("user", "password").
client.enableOTA(); // Enable OTA (Over The Air) updates. Password defaults to MQTTPassword. Port is the default OTA port. Can be overridden with enableOTA("password", port).
client.enableLastWillMessage("MNpA1p_4R", "I am going offline");// You can activate the retain flag by setting the third parameter to true

}
void onConnectionEstablished()
{
// Subscribe to "mytopic/wildcardtest/#" and display received message to Serial
client.subscribe("1DXAmWJ4g", [](const String & topic, const String & payload) {
    Serial.println("(From wildcard) topic: " + topic + ", payload: " + payload);
    if(payload=="a"){
      bs=1;
    }
    if(payload=="b"){
      bs=0;
    }
});

// Publish a message to "mytopic/test"
client.publish("k_eT7HUVR", "This is a message"); // You can activate the retain flag by setting the third parameter to true

// Execute delayed instructions
client.executeDelayed(5 * 1000, []() {
    client.publish("k_eT7HUVR", "This is a message sent 5 seconds later");
});
}
void loop() {
if(bs==1){
// 拍摄照片
    camera_fb_t *fb = esp_camera_fb_get();
    if (!fb)
    {
      Serial.println("获取摄像头帧缓冲失败");
      return;
    }
    // 建立HTTP客户端
    HTTPClient http;
    // 将照片上传到服务器
    http.begin(serverName);
    http.addHeader("Content-Type", "image/jpeg");
    int httpResponseCode = http.POST(fb->buf, fb->len);
    if (httpResponseCode > 0)
    {
      Serial.printf("照片上传成功,服务器返回代码:%d\n", httpResponseCode);

      // 再闪一下提示上传成功
   
    }
    else
    {
      Serial.printf("照片上传失败,错误代码:%s\n", http.errorToString(httpResponseCode).c_str());
    }
    http.end();

    // 释放帧缓冲
    esp_camera_fb_return(fb);
}
   client.loop();
}

【数字“猫眼”】利用充电宝为行空板及ESP EYE供电,ESP EYE放置在门外摄像,行空板放置在门内查看视频图像。




【演示视频】
https://www.bilibili.com/video/BV1A8411z72y/?share_source=copy_web&vd_source=98855d5b99ff76982639c5ca6ff6f528

花生编程 发表于 2023-8-29 17:10:39

厉害厉害!大神又更新了!{:6_215:}{:6_215:}{:6_215:}

花生编程 发表于 2023-8-29 17:11:53

好棒啊!!
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