/******************************************************************************************************************* * * ESP32Cam development board demo sketch using Arduino IDE * Github: https://github.com/alanesq/ESP32Cam-demo * * Starting point sketch for projects using the esp32cam development board with the following features * web server with live video streaming * sd card support (using 1bit mode to free some io pins) * io pins available for use are 13 and 12 (12 must be low at boot) * flash led is still available for use on pin 4 and does not flash when accessing sd card * * * - created using the Arduino IDE with ESP32 module installed (https://dl.espressif.com/dl/package_esp32_index.json) * No additional libraries required * * ESP32 support for Arduino IDE: https://raw.githubusercontent.com/espressif/arduino-esp32/gh-pages/package_esp32_index.json * * Info on the esp32cam board: https://randomnerdtutorials.com/esp32-cam-video-streaming-face-recognition-arduino-ide/ * * To see a more advanced sketch along the same format as this one have a look at https://github.com/alanesq/CameraWifiMotion * which includes email support, FTP, OTA updates, time from NTP servers and motion detection * * * esp32cam-demo is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the * implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. * * *******************************************************************************************************************/ #include "esp_camera.h" // https://github.com/espressif/esp32-camera #include #include #include "fd_forward.h" // required for converting frame to RGB? // --------------------------------------------------------------- // -SETTINGS // --------------------------------------------------------------- // Wifi settings (enter your wifi network details) const char* ssid = ""; const char* password = ""; const char* stitle = "ESP32Cam-demo"; // title of this sketch const char* sversion = "12Nov20"; // Sketch version const bool debugInfo = 1; // show additional debug info. on serial port (1=enabled) // Camera related const bool flashRequired = 1; // If flash to be used when capturing image (1 = yes) const framesize_t FRAME_SIZE_IMAGE = FRAMESIZE_VGA; // Image resolution: // default = "const framesize_t FRAME_SIZE_IMAGE = FRAMESIZE_XGA" // 160x120 (QQVGA), 128x160 (QQVGA2), 176x144 (QCIF), 240x176 (HQVGA), // 320x240 (QVGA), 400x296 (CIF), 640x480 (VGA, default), 800x600 (SVGA), // 1024x768 (XGA), 1280x1024 (SXGA), 1600x1200 (UXGA) int cameraImageExposure = 0; // Camera exposure (0 - 1200), if gain and exposure set to zero then auto adjust is enabled int cameraImageGain = 0; // Image gain (0 - 30) const int TimeBetweenStatus = 600; // speed of flashing system running ok status light (milliseconds) const int indicatorLED = 33; // onboard status LED pin (33) const int brightLED = 4; // onboard flash LED pin (4) const int iopinA = 13; // general io pin const int iopinB = 12; // general io pin (must be low at boot) const int serialSpeed = 115200; // Serial data speed to use // ****************************************************************************************************************** WebServer server(80); // serve web pages on port 80 #include "soc/soc.h" // Used to disable brownout detection #include "soc/rtc_cntl_reg.h" #include "SD_MMC.h" // sd card - see https://randomnerdtutorials.com/esp32-cam-take-photo-save-microsd-card/ #include #include // gives file access #define SD_CS 5 // sd chip select pin = 5 // Define global variables: uint32_t lastStatus = millis(); // last time status light changed status (to flash all ok led) uint32_t lastCamera = millis(); // timer for periodic image capture bool sdcardPresent; // flag if an sd card is detected int imageCounter; // image file name on sd card counter // camera settings (for the standard - OV2640 - CAMERA_MODEL_AI_THINKER) // see: https://randomnerdtutorials.com/esp32-cam-camera-pin-gpios/ #define CAMERA_MODEL_AI_THINKER #define PWDN_GPIO_NUM 32 // power to camera on/off #define RESET_GPIO_NUM -1 // -1 = not used #define XCLK_GPIO_NUM 0 #define SIOD_GPIO_NUM 26 // i2c sda #define SIOC_GPIO_NUM 27 // i2c scl #define Y9_GPIO_NUM 35 #define Y8_GPIO_NUM 34 #define Y7_GPIO_NUM 39 #define Y6_GPIO_NUM 36 #define Y5_GPIO_NUM 21 #define Y4_GPIO_NUM 19 #define Y3_GPIO_NUM 18 #define Y2_GPIO_NUM 5 #define VSYNC_GPIO_NUM 25 // vsync_pin #define HREF_GPIO_NUM 23 // href_pin #define PCLK_GPIO_NUM 22 // pixel_clock_pin camera_config_t config; // ****************************************************************************************************************** // --------------------------------------------------------------- // -SETUP SETUP SETUP SETUP SETUP SETUP // --------------------------------------------------------------- void setup() { Serial.begin(serialSpeed); // Start serial communication Serial.println("\n\n\n"); // line feeds Serial.println("-----------------------------------"); Serial.printf("Starting - %s - %s \n", stitle, sversion); Serial.println("-----------------------------------"); WRITE_PERI_REG(RTC_CNTL_BROWN_OUT_REG, 0); // Turn-off the 'brownout detector' // Define small indicator led pinMode(indicatorLED, OUTPUT); digitalWrite(indicatorLED,HIGH); // Connect to wifi digitalWrite(indicatorLED,LOW); // small indicator led on Serial.print("\nConnecting to "); Serial.print(ssid); Serial.print("\n "); WiFi.begin(ssid, password); while (WiFi.status() != WL_CONNECTED) { delay(500); Serial.print("."); } Serial.print("\nWiFi connected, "); Serial.print("IP address: "); Serial.println(WiFi.localIP()); server.begin(); digitalWrite(indicatorLED,HIGH); // small indicator led off // define the web pages (i.e. call these procedures when url is requested) server.on("/", handleRoot); // root page server.on("/stream", handleStream); // stream live video server.on("/photo", handlePhoto); // save image to sd card server.on("/img", handleImg); // show image from sd card server.on("/rgb", readRGBImage); // capture image and convert to RGB server.onNotFound(handleNotFound); // invalid url requested // set up camera Serial.print(("\nInitialising camera: ")); if (setupCameraHardware()) Serial.println("OK"); else { Serial.println("Error!"); showError(2); // critical error so stop and flash led } // SD Card - if one is detected set 'sdcardPresent' High if (!SD_MMC.begin("/sdcard", true)) { // if loading sd card fails // note: ('/sdcard", true)' = 1bit mode - see: https://www.reddit.com/r/esp32/comments/d71es9/a_breakdown_of_my_experience_trying_to_talk_to_an/ Serial.println("No SD Card detected"); sdcardPresent = 0; // flag no sd card available } else { uint8_t cardType = SD_MMC.cardType(); if (cardType == CARD_NONE) { // if invalid card found Serial.println("SD Card type detect failed"); sdcardPresent = 0; // flag no sd card available } else { // valid sd card detected uint16_t SDfreeSpace = (uint64_t)(SD_MMC.totalBytes() - SD_MMC.usedBytes()) / (1024 * 1024); Serial.printf("SD Card found, free space = %dMB \n", SDfreeSpace); sdcardPresent = 1; // flag sd card available } } fs::FS &fs = SD_MMC; // sd card file system // discover the number of image files stored in '/img' folder of the sd card and set image file counter accordingly imageCounter = 0; if (sdcardPresent) { int tq=fs.mkdir("/img"); // create the '/img' folder on sd card (in case it is not already there) if (!tq) Serial.println("Unable to create IMG folder on sd card"); // open the image folder and step through all files in it File root = fs.open("/img"); while (true) { File entry = root.openNextFile(); // open next file in the folder if (!entry) break; // if no more files in the folder imageCounter ++; // increment image counter entry.close(); } root.close(); Serial.printf("Image file count = %d",imageCounter); } // define io pins pinMode(indicatorLED, OUTPUT); // defined again as sd card config can reset it digitalWrite(indicatorLED,HIGH); // led off = High pinMode(brightLED, OUTPUT); // flash LED digitalWrite(brightLED,LOW); // led off = Low pinMode(iopinA, OUTPUT); // pin 13 - free io pin, can be input or output pinMode(iopinB, OUTPUT); // pin 12 - free io pin, can be input or output (must be low at boot) if (!psramFound()) { Serial.println("Warning: No PSRam found so defaulting to image size 'CIF'"); framesize_t FRAME_SIZE_IMAGE = FRAMESIZE_CIF; } Serial.println("\n\nStarted..."); } // setup // ****************************************************************************************************************** // ---------------------------------------------------------------- // -LOOP LOOP LOOP LOOP LOOP LOOP LOOP // ---------------------------------------------------------------- void loop() { server.handleClient(); // handle any incoming web page requests // <<< your code here >>> // // Capture an image and save to sd card every 5 seconds // if ((unsigned long)(millis() - lastCamera) >= 5000) { // lastCamera = millis(); // reset timer // storeImage(); // save an image to sd card // } // flash status LED to show sketch is running if ((unsigned long)(millis() - lastStatus) >= TimeBetweenStatus) { lastStatus = millis(); // reset timer digitalWrite(indicatorLED,!digitalRead(indicatorLED)); // flip indicator led status } } // loop // ****************************************************************************************************************** // ---------------------------------------------------------------- // Configure the camera // ---------------------------------------------------------------- // returns TRUE if sucessful bool setupCameraHardware() { 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_sscb_sda = SIOD_GPIO_NUM; config.pin_sscb_scl = SIOC_GPIO_NUM; config.pin_pwdn = PWDN_GPIO_NUM; config.pin_reset = RESET_GPIO_NUM; config.xclk_freq_hz = 20000000; // XCLK 20MHz or 10MHz for OV2640 double FPS (Experimental) config.pixel_format = PIXFORMAT_JPEG; // Options = YUV422, GRAYSCALE, RGB565, JPEG, RGB888 config.frame_size = FRAME_SIZE_IMAGE; // Image sizes: 160x120 (QQVGA), 128x160 (QQVGA2), 176x144 (QCIF), 240x176 (HQVGA), 320x240 (QVGA), // 400x296 (CIF), 640x480 (VGA, default), 800x600 (SVGA), 1024x768 (XGA), 1280x1024 (SXGA), 1600x1200 (UXGA) config.jpeg_quality = 5; // 0-63 lower number means higher quality config.fb_count = 1; // if more than one, i2s runs in continuous mode. Use only with JPEG esp_err_t camerr = esp_camera_init(&config); // initialise the camera if (camerr != ESP_OK) Serial.printf("ERROR: Camera init failed with error 0x%x", camerr); cameraImageSettings(); // apply custom camera settings return (camerr == ESP_OK); // return boolean result of camera initialisation } // ****************************************************************************************************************** // ---------------------------------------------------------------- // -Change camera settings // ---------------------------------------------------------------- // Adjust image properties (e.g. brightness) // Defaults to auto adjustments if exposure and gain are both set to zero // Note: White balance is disabled when manual settings applied to assist when using RGB data to compare colours // Returns TRUE if successful bool cameraImageSettings() { sensor_t *s = esp_camera_sensor_get(); if (s == NULL) { Serial.println("Error: problem getting camera sensor settings"); return 0; } if (cameraImageExposure == 0 && cameraImageGain == 0) { // enable auto adjust s->set_gain_ctrl(s, 1); // auto gain on s->set_exposure_ctrl(s, 1); // auto exposure on s->set_awb_gain(s, 1); // Auto White Balance enable (0 or 1) } else { // Apply manual settings s->set_gain_ctrl(s, 0); // auto gain off s->set_awb_gain(s, 0); // Auto White Balance enable (0 or 1) s->set_exposure_ctrl(s, 0); // auto exposure off s->set_agc_gain(s, cameraImageGain); // set gain manually (0 - 30) s->set_aec_value(s, cameraImageExposure); // set exposure manually (0-1200) } return 1; } // cameraImageSettings // // More camera settings available: // // If you enable gain_ctrl or exposure_ctrl it will prevent a lot of the other settings having any effect // // more info on settings here: https://randomnerdtutorials.com/esp32-cam-ov2640-camera-settings/ // s->set_gain_ctrl(s, 0); // auto gain off (1 or 0) // s->set_exposure_ctrl(s, 0); // auto exposure off (1 or 0) // s->set_agc_gain(s, cameraImageGain); // set gain manually (0 - 30) // s->set_aec_value(s, cameraImageExposure); // set exposure manually (0-1200) // s->set_vflip(s, cameraImageInvert); // Invert image (0 or 1) // s->set_quality(s, 10); // (0 - 63) // s->set_gainceiling(s, GAINCEILING_32X); // Image gain (GAINCEILING_x2, x4, x8, x16, x32, x64 or x128) // s->set_brightness(s, cameraImageBrightness); // (-2 to 2) - set brightness // s->set_lenc(s, 1); // lens correction? (1 or 0) // s->set_saturation(s, 0); // (-2 to 2) // s->set_contrast(s, cameraImageContrast); // (-2 to 2) // s->set_sharpness(s, 0); // (-2 to 2) // s->set_hmirror(s, 0); // (0 or 1) flip horizontally // s->set_colorbar(s, 0); // (0 or 1) - show a testcard // s->set_special_effect(s, 0); // (0 to 6?) apply special effect // s->set_whitebal(s, 0); // white balance enable (0 or 1) // s->set_awb_gain(s, 1); // Auto White Balance enable (0 or 1) // s->set_wb_mode(s, 0); // 0 to 4 - if awb_gain enabled (0 - Auto, 1 - Sunny, 2 - Cloudy, 3 - Office, 4 - Home) // s->set_dcw(s, 0); // downsize enable? (1 or 0)? // s->set_raw_gma(s, 1); // (1 or 0) // s->set_aec2(s, 0); // automatic exposure sensor? (0 or 1) // s->set_ae_level(s, 0); // auto exposure levels (-2 to 2) // s->set_bpc(s, 0); // black pixel correction // s->set_wpc(s, 0); // white pixel correction // ****************************************************************************************************************** // ---------------------------------------------------------------- // Misc small procedures // ---------------------------------------------------------------- // flash the indicator led 'reps' number of times void flashLED(int reps) { for(int x=0; x < reps; x++) { digitalWrite(indicatorLED,LOW); delay(1000); digitalWrite(indicatorLED,HIGH); delay(500); } } // critical error - stop sketch and continually flash error code on indicator led void showError(int errorNo) { while(1) { flashLED(errorNo); delay(4000); } } // ****************************************************************************************************************** // ---------------------------------------------------------------- // Capture image from camera and save to sd card // ---------------------------------------------------------------- // returns TRUE if sucessful bool storeImage() { if (sdcardPresent) { if (debugInfo) Serial.printf("Storing image #%d to sd card \n", imageCounter); } else { if (debugInfo) Serial.println("Storing image requested but there is no sd card"); return 0; // no sd card available so exit procedure } fs::FS &fs = SD_MMC; // sd card file system bool tResult = 0; // result flag // capture live image from camera if (flashRequired) digitalWrite(brightLED,HIGH); // turn flash on camera_fb_t *fb = esp_camera_fb_get(); // capture image frame from camera digitalWrite(brightLED,LOW); // turn flash off if (!fb) { Serial.println("Error: Camera capture failed"); flashLED(3); } // save the image to sd card String SDfilename = "/img/" + String(imageCounter + 1) + ".jpg"; // build the image file name File file = fs.open(SDfilename, FILE_WRITE); // create file on sd card if (!file) { Serial.println("Error: Failed to create file on sd-card: " + SDfilename); flashLED(4); } else { if (file.write(fb->buf, fb->len)) { // File created ok so save image to it if (debugInfo) Serial.println("Image saved to sd card"); tResult = 1; // set sucess flag imageCounter ++; // increment image counter } else { Serial.println("Error: failed to save image to sd card"); flashLED(4); } file.close(); // close image file on sd card } esp_camera_fb_return(fb); // return frame so memory can be released return tResult; // return image save sucess flag } // storeImage // ****************************************************************************************************************** // ---------------------------------------------------------------- // -root web page requested i.e. http://x.x.x.x/ // ---------------------------------------------------------------- void handleRoot() { WiFiClient client = server.client(); // open link with client // log the page request including clients IP address if (debugInfo) { IPAddress cip = client.remoteIP(); Serial.printf("Root page requested from: %d.%d.%d.%d \n", cip[0], cip[1], cip[2], cip[3]); } // Action any button presses or settings entered on web page // if button1 was pressed (toggle io pin A) // Note: if using an input box etc. you would read the value with the command: String Bvalue = server.arg("demobutton1"); if (server.hasArg("button1")) { digitalWrite(iopinA,!digitalRead(iopinA)); // toggle output pin on/off if (debugInfo) Serial.println("Button 1 pressed"); } // if button2 was pressed (toggle io pin B) if (server.hasArg("button2")) { digitalWrite(iopinB,!digitalRead(iopinB)); // toggle output pin on/off if (debugInfo) Serial.println("Button 2 pressed"); } // if button3 was pressed (toggle flash LED) if (server.hasArg("button3")) { digitalWrite(brightLED,!digitalRead(brightLED)); // toggle flash LED on/off if (debugInfo) Serial.println("Button 3 pressed"); } // if exposure was adjusted - cameraImageExposure if (server.hasArg("exp")) { String Tvalue = server.arg("exp"); // read value if (Tvalue != NULL) { int val = Tvalue.toInt(); if (val >= 0 && val <= 1200 && val != cameraImageExposure) { if (debugInfo) Serial.printf("Exposure changed to %d\n", val); cameraImageExposure = val; cameraImageSettings(); // Apply camera image settings } } } // if image gain was adjusted - cameraImageGain if (server.hasArg("gain")) { String Tvalue = server.arg("gain"); // read value if (Tvalue != NULL) { int val = Tvalue.toInt(); if (val >= 0 && val <= 31 && val != cameraImageGain) { if (debugInfo) Serial.printf("Gain changed to %d\n", val); cameraImageGain = val; cameraImageSettings(); // Apply camera image settings } } } // html header client.write(" root \n"); // basic html header client.write("
\n"); // used by the buttons in the html (action = the web page to send it to // -------------------------------------------------------------------- // html main body // Info on the arduino ethernet library: https://www.arduino.cc/en/Reference/Ethernet // Info in HTML: https://www.w3schools.com/html/ // Info on Javascript (can be inserted in to the HTML): https://www.w3schools.com/js/default.asp // Verify your HTML is valid: https://validator.w3.org/ client.write("

Hello from ESP32Cam

\n"); // sd card details if (sdcardPresent) client.printf("

SD Card detected - %d images stored

\n", imageCounter); else client.write("

No SD Card detected

\n"); // io pin details if (digitalRead(iopinA) == LOW) client.write("

Pin 13 is Low

\n"); else client.write("

Pin 13 is High

\n"); if (digitalRead(iopinB) == LOW) client.write("

Pin 12 is Low

\n"); else client.write("

Pin 12 is High

\n"); // // touch input on the two gpio pins // client.printf("

Touch on pin 12: %d

\n", touchRead(T5) ); // client.printf("

Touch on pin 13: %d

\n", touchRead(T4) ); // Control bottons client.write(" \n"); client.write(" \n"); client.write("
\n"); // Image setting controls client.write("
CAMERA SETTINGS: \n"); client.printf("Exposure: \n", cameraImageExposure); client.printf("Gain: \n", cameraImageGain); client.write(" - Set both to zero for auto adjust
\n"); // links to the other pages available client.write("
LINKS: \n"); client.write("Capture an image - \n"); client.write("View stored images - \n"); client.write("Access Image as RGB data - \n"); client.write("Live stream
\n"); // -------------------------------------------------------------------- // end html client.write("
\n"); delay(3); client.stop(); } // handleRoot // ****************************************************************************************************************** // ---------------------------------------------------------------- // -photo save to sd card i.e. http://x.x.x.x/photo // ---------------------------------------------------------------- void handlePhoto() { WiFiClient client = server.client(); // open link with client // log page request including clients IP address if (debugInfo) { IPAddress cip = client.remoteIP(); Serial.printf("Photo requested from: %d.%d.%d.%d \n", cip[0], cip[1], cip[2], cip[3]); } // save an image to sd card bool sRes = storeImage(); // save an image to sd card (store sucess or failed flag) // html header client.write(" photo \n"); // basic html header // html body if (sRes == 1) { client.printf("

Image saved to sd card as image number %d

\n", imageCounter); client.write("View Image\n"); // link to the image } else { client.write("

Error: Failed to save image to sd card

\n"); } // end html client.write("\n"); delay(3); client.stop(); } // handlePhoto // ---------------------------------------------------------------- // -show image from sd card i.e. http://x.x.x.x/img?img=x // ---------------------------------------------------------------- // default image = most recent // returns 1 if image displayed ok bool handleImg() { WiFiClient client = server.client(); // open link with client // log page request including clients IP address if (debugInfo) { IPAddress cip = client.remoteIP(); Serial.printf("Image display requested from: %d.%d.%d.%d \n", cip[0], cip[1], cip[2], cip[3]); if (imageCounter == 0) Serial.println("Error: no images to display"); } int imgToShow = imageCounter; // default to showing most recent file // get image number from url parameter if (server.hasArg("img")) { String Tvalue = server.arg("img"); // read value imgToShow = Tvalue.toInt(); // convert string to int if (imgToShow < 1 || imgToShow > imageCounter) imgToShow = imageCounter; // validate image number } if (debugInfo) Serial.printf("Displaying image #%d from sd card", imgToShow); String tFileName = "/img/" + String(imgToShow) + ".jpg"; fs::FS &fs = SD_MMC; // sd card file system File timg = fs.open(tFileName, "r"); if (timg) { size_t sent = server.streamFile(timg, "image/jpeg"); // send the image timg.close(); } else { if (debugInfo) Serial.println("Error: image file not found"); WiFiClient client = server.client(); // open link with client client.write(" \n"); client.write("

Error: Image not foundwidth) + "x" + String(fb->height) + ")"; // display image resolution // allocate memory to store rgb data (in psram) if (!psramFound()) { // check the esp32 module has a psram chip tReply+=" -Error no psram found- "; Serial.println ("Error: no psram found"); } if (debugInfo) Serial.println("Free psram before rgb data stored = " + String(heap_caps_get_free_size(MALLOC_CAP_SPIRAM))); void *ptrVal = NULL; // create a pointer for memory location to store the data uint32_t ARRAY_LENGTH = fb->width * fb->height * 3; // calculate memory required to store the RGB data (i.e. number of pixels in the jpg image x 3) if (heap_caps_get_free_size( MALLOC_CAP_SPIRAM) < ARRAY_LENGTH) { // check there is enough free memory in psram to store the RGB data tReply+=" -Error not enough free psram to store the rgb data- "; if (debugInfo) Serial.println("Error: not enough free psram to store the rgb data"); } ptrVal = heap_caps_malloc(ARRAY_LENGTH, MALLOC_CAP_SPIRAM); // allocate memory space for the rgb data uint8_t *rgb = (uint8_t *)ptrVal; // create the 'rgb' array pointer to the allocated memory space if (debugInfo) Serial.println("Free psram after rgb data stored = " + String(heap_caps_get_free_size(MALLOC_CAP_SPIRAM))); // convert the captured jpg image (fb) to rgb data (stored in 'rgb' array) bool jpeg_converted = fmt2rgb888(fb->buf, fb->len, PIXFORMAT_JPEG, rgb); if (!jpeg_converted) { // check for error converting image tReply+=" -Error converting image to RGB- "; Serial.println (" -Error converting image to RGB- "); } // examples of reading the resulting RGB data uint32_t resultsToShow = 50; // how much data to display // display some of the resulting data for (uint32_t i = 0; i < resultsToShow; i++) { if (i%3 == 0) tReply+="B"; // 1st byte in series of three else if (i%3 == 1) tReply+="G"; // 2nd byte in series of three else if (i%3 == 2) tReply+="R"; // 3rd byte in series of three tReply+= String(rgb[i]) + ","; // the value associated with this colour // // how to calculate the x and y coordinate of the pixel // uint16_t x = i % fb->width; // uint16_t y = floor(i / fb->width); } // find the average values for each colour over entire image uint32_t aRed = 0; uint32_t aGreen = 0; uint32_t aBlue = 0; for (uint32_t i = 0; i < (ARRAY_LENGTH - 2); i+=3) { // go through all data and add up totals aBlue+=rgb[i]; aGreen+=rgb[i+1]; aRed+=rgb[i+2]; } aRed = aRed / (fb->width * fb->height); // divide total by number of pixels to give the average value aGreen = aGreen / (fb->width * fb->height); aBlue = aBlue / (fb->width * fb->height); tReply+=" - Average Blue = " + String(aBlue); tReply+=", Average Green = " + String(aGreen); tReply+=", Average Red = " + String(aRed); // finished with the data so free up the space used in psram esp_camera_fb_return(fb); heap_caps_free(ptrVal); if (debugInfo) { // send results to serial port Serial.println("Finishing RGB procedure at millis=" + String(millis())); Serial.println(tReply); } server.send ( 404, "text/plain", tReply); // send results via web page } // readRGBImage // ****************************************************************************************************************** // ---------------------------------------------------------------- // -stream requested i.e. http://x.x.x.x/stream // ---------------------------------------------------------------- // Sends cam stream - thanks to Uwe Gerlach for the code showing me how to do this void handleStream(){ WiFiClient client = server.client(); // open link with client // log page request including clients IP address if (debugInfo) { IPAddress cip = client.remoteIP(); Serial.printf("Video stream requested from: %d.%d.%d.%d \n", cip[0], cip[1], cip[2], cip[3]); } // HTML used in the web page const char HEADER[] = "HTTP/1.1 200 OK\r\n" \ "Access-Control-Allow-Origin: *\r\n" \ "Content-Type: multipart/x-mixed-replace; boundary=123456789000000000000987654321\r\n"; const char BOUNDARY[] = "\r\n--123456789000000000000987654321\r\n"; // marks end of each image frame const char CTNTTYPE[] = "Content-Type: image/jpeg\r\nContent-Length: "; // marks start of image data const int hdrLen = strlen(HEADER); // length of the stored text, used when sending to web page const int bdrLen = strlen(BOUNDARY); const int cntLen = strlen(CTNTTYPE); // temp stores char buf[32]; int s; camera_fb_t * fb = NULL; // send html header client.write(HEADER, hdrLen); client.write(BOUNDARY, bdrLen); // send live images until client disconnects while (true) { if (!client.connected()) break; fb = esp_camera_fb_get(); // capture live image s = fb->len; // store size of image (i.e. buffer length) client.write(CTNTTYPE, cntLen); // send content type html (i.e. jpg image) sprintf( buf, "%d\r\n\r\n", s ); // format the image's size as html and put in to 'buf' client.write(buf, strlen(buf)); // send result (image size) client.write((char *)fb->buf, s); // send the image data client.write(BOUNDARY, bdrLen); // send html boundary see https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Content-Type esp_camera_fb_return(fb); // return image so memory can be released } if (debugInfo) Serial.println("Video stream stopped"); delay(3); client.stop(); } // handleStream // ****************************************************************************************************************** // end