For this file, there are 3 pieces of the code: the main file, a cpp file, and a h file

It may be easier to go into Arduino, go to examples, go to ESP32, then go to CameraWebServer, and comment out #define CAMERA_MODEL_WROVER_KIT and uncomment out #define CAMERA_MODEL_AI_THINKER. You can read about it more online, but this helps to recognize faces.

Main file

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

// WARNING!!! Make sure that you have either selected ESP32 Wrover Module,
//            or another board which has PSRAM enabled

// Select camera model

//IP address for glove is

// Replace with your network credentials
const char* ssid = "ATT7v8C7J9";
const char* password = "4b3g96746m6w";

#define PWDN_GPIO_NUM    -1
#define RESET_GPIO_NUM   -1
#define XCLK_GPIO_NUM    21
#define SIOD_GPIO_NUM    26
#define SIOC_GPIO_NUM    27

#define Y9_GPIO_NUM      35
#define Y8_GPIO_NUM      34
#define Y7_GPIO_NUM      39
#define Y6_GPIO_NUM      36
#define Y5_GPIO_NUM      19
#define Y4_GPIO_NUM      18
#define Y3_GPIO_NUM       5
#define Y2_GPIO_NUM       4
#define VSYNC_GPIO_NUM   25
#define HREF_GPIO_NUM    23
#define PCLK_GPIO_NUM    22

#define PWDN_GPIO_NUM     -1
#define RESET_GPIO_NUM    15
#define XCLK_GPIO_NUM     27
#define SIOD_GPIO_NUM     25
#define SIOC_GPIO_NUM     23

#define Y9_GPIO_NUM       19
#define Y8_GPIO_NUM       36
#define Y7_GPIO_NUM       18
#define Y6_GPIO_NUM       39
#define Y5_GPIO_NUM        5
#define Y4_GPIO_NUM       34
#define Y3_GPIO_NUM       35
#define Y2_GPIO_NUM       32
#define VSYNC_GPIO_NUM    22
#define HREF_GPIO_NUM     26
#define PCLK_GPIO_NUM     21

#define PWDN_GPIO_NUM     32
#define RESET_GPIO_NUM    -1
#define XCLK_GPIO_NUM      0
#define SIOD_GPIO_NUM     26
#define SIOC_GPIO_NUM     27

#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
#define HREF_GPIO_NUM     23
#define PCLK_GPIO_NUM     22

#error "Camera model not selected"

void startCameraServer();

void setup() {

  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_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;
  config.pixel_format = PIXFORMAT_JPEG;
  //init with high specs to pre-allocate larger buffers
    config.frame_size = FRAMESIZE_UXGA;
    config.jpeg_quality = 10;
    config.fb_count = 2;
  } else {
    config.frame_size = FRAMESIZE_SVGA;
    config.jpeg_quality = 12;
    config.fb_count = 1;

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

  //drop down frame size for higher initial frame rate
  sensor_t * s = esp_camera_sensor_get();
  s->set_framesize(s, FRAMESIZE_QVGA);

  WiFi.begin(ssid, password);

  while (WiFi.status() != WL_CONNECTED) {
  Serial.println("WiFi connected");


  Serial.print("Camera Ready! Use 'http://");
  Serial.println("' to connect");

void loop() {
  // put your main code here, to run repeatedly:

CPP file

// Copyright 2015-2016 Espressif Systems (Shanghai) PTE LTD
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// See the License for the specific language governing permissions and
// limitations under the License.
#include "esp_http_server.h"
#include "esp_timer.h"
#include "esp_camera.h"
#include "img_converters.h"
#include "camera_index.h"
#include "Arduino.h"

#include "fb_gfx.h"
#include "fd_forward.h"
#include "dl_lib.h"
#include "fr_forward.h"


#define FACE_COLOR_BLACK  0x00000000
#define FACE_COLOR_RED    0x000000FF
#define FACE_COLOR_GREEN  0x0000FF00
#define FACE_COLOR_BLUE   0x00FF0000

typedef struct {
        size_t size; //number of values used for filtering
        size_t index; //current value index
        size_t count; //value count
        int sum;
        int * values; //array to be filled with values
} ra_filter_t;

typedef struct {
        httpd_req_t *req;
        size_t len;
} jpg_chunking_t;

#define PART_BOUNDARY "123456789000000000000987654321"
static const char* _STREAM_CONTENT_TYPE = "multipart/x-mixed-replace;boundary=" PART_BOUNDARY;
static const char* _STREAM_BOUNDARY = "\r\n--" PART_BOUNDARY "\r\n";
static const char* _STREAM_PART = "Content-Type: image/jpeg\r\nContent-Length: %u\r\n\r\n";

static ra_filter_t ra_filter;
httpd_handle_t stream_httpd = NULL;
httpd_handle_t camera_httpd = NULL;

static mtmn_config_t mtmn_config = {0};
static int8_t detection_enabled = 0;
static int8_t recognition_enabled = 0;
static int8_t is_enrolling = 0;
static face_id_list id_list = {0};

static ra_filter_t * ra_filter_init(ra_filter_t * filter, size_t sample_size){
    memset(filter, 0, sizeof(ra_filter_t));

    filter->values = (int *)malloc(sample_size * sizeof(int));
        return NULL;
    memset(filter->values, 0, sample_size * sizeof(int));

    filter->size = sample_size;
    return filter;

static int ra_filter_run(ra_filter_t * filter, int value){
        return value;
    filter->sum -= filter->values[filter->index];
    filter->values[filter->index] = value;
    filter->sum += filter->values[filter->index];
    filter->index = filter->index % filter->size;
    if (filter->count < filter->size) {
    return filter->sum / filter->count;

static void rgb_print(dl_matrix3du_t *image_matrix, uint32_t color, const char * str){
    fb_data_t fb;
    fb.width = image_matrix->w;
    fb.height = image_matrix->h; = image_matrix->item;
    fb.bytes_per_pixel = 3;
    fb.format = FB_BGR888;
    fb_gfx_print(&fb, (fb.width - (strlen(str) * 14)) / 2, 10, color, str);

static int rgb_printf(dl_matrix3du_t *image_matrix, uint32_t color, const char *format, ...){
    char loc_buf[64];
    char * temp = loc_buf;
    int len;
    va_list arg;
    va_list copy;
    va_start(arg, format);
    va_copy(copy, arg);
    len = vsnprintf(loc_buf, sizeof(loc_buf), format, arg);
    if(len >= sizeof(loc_buf)){
        temp = (char*)malloc(len+1);
        if(temp == NULL) {
            return 0;
    vsnprintf(temp, len+1, format, arg);
    rgb_print(image_matrix, color, temp);
    if(len > 64){
    return len;

static void draw_face_boxes(dl_matrix3du_t *image_matrix, box_array_t *boxes, int face_id){
    int x, y, w, h, i;
    uint32_t color = FACE_COLOR_YELLOW;
    if(face_id < 0){
        color = FACE_COLOR_RED;
    } else if(face_id > 0){
        color = FACE_COLOR_GREEN;
    fb_data_t fb;
    fb.width = image_matrix->w;
    fb.height = image_matrix->h; = image_matrix->item;
    fb.bytes_per_pixel = 3;
    fb.format = FB_BGR888;
    for (i = 0; i < boxes->len; i++){
        // rectangle box
        x = (int)boxes->box[i].box_p[0];
        y = (int)boxes->box[i].box_p[1];
        w = (int)boxes->box[i].box_p[2] - x + 1;
        h = (int)boxes->box[i].box_p[3] - y + 1;
        fb_gfx_drawFastHLine(&fb, x, y, w, color);
        fb_gfx_drawFastHLine(&fb, x, y+h-1, w, color);
        fb_gfx_drawFastVLine(&fb, x, y, h, color);
        fb_gfx_drawFastVLine(&fb, x+w-1, y, h, color);
#if 0
        // landmark
        int x0, y0, j;
        for (j = 0; j < 10; j+=2) {
            x0 = (int)boxes->landmark[i].landmark_p[j];
            y0 = (int)boxes->landmark[i].landmark_p[j+1];
            fb_gfx_fillRect(&fb, x0, y0, 3, 3, color);

static int run_face_recognition(dl_matrix3du_t *image_matrix, box_array_t *net_boxes){
    dl_matrix3du_t *aligned_face = NULL;
    int matched_id = 0;

    aligned_face = dl_matrix3du_alloc(1, FACE_WIDTH, FACE_HEIGHT, 3);
        Serial.println("Could not allocate face recognition buffer");
        return matched_id;
    if (align_face(net_boxes, image_matrix, aligned_face) == ESP_OK){
        if (is_enrolling == 1){
            int8_t left_sample_face = enroll_face(&id_list, aligned_face);

            if(left_sample_face == (ENROLL_CONFIRM_TIMES - 1)){
                Serial.printf("Enrolling Face ID: %d\n", id_list.tail);
            Serial.printf("Enrolling Face ID: %d sample %d\n", id_list.tail, ENROLL_CONFIRM_TIMES - left_sample_face);
            rgb_printf(image_matrix, FACE_COLOR_CYAN, "ID[%u] Sample[%u]", id_list.tail, ENROLL_CONFIRM_TIMES - left_sample_face);
            if (left_sample_face == 0){
                is_enrolling = 0;
                Serial.printf("Enrolled Face ID: %d\n", id_list.tail);
        } else {
            matched_id = recognize_face(&id_list, aligned_face);
            if (matched_id >= 0) {
                Serial.printf("Match Face ID: %u\n", matched_id);
                rgb_printf(image_matrix, FACE_COLOR_GREEN, "Hello Subject %u", matched_id);
            } else {
                Serial.println("No Match Found");
                rgb_print(image_matrix, FACE_COLOR_RED, "Intruder Alert!");
                matched_id = -1;
    } else {
        Serial.println("Face Not Aligned");
        //rgb_print(image_matrix, FACE_COLOR_YELLOW, "Human Detected");

    return matched_id;

static size_t jpg_encode_stream(void * arg, size_t index, const void* data, size_t len){
    jpg_chunking_t *j = (jpg_chunking_t *)arg;
        j->len = 0;
    if(httpd_resp_send_chunk(j->req, (const char *)data, len) != ESP_OK){
        return 0;
    j->len += len;
    return len;

static esp_err_t capture_handler(httpd_req_t *req){
    camera_fb_t * fb = NULL;
    esp_err_t res = ESP_OK;
    int64_t fr_start = esp_timer_get_time();

    fb = esp_camera_fb_get();
    if (!fb) {
        Serial.println("Camera capture failed");
        return ESP_FAIL;

    httpd_resp_set_type(req, "image/jpeg");
    httpd_resp_set_hdr(req, "Content-Disposition", "inline; filename=capture.jpg");

    size_t out_len, out_width, out_height;
    uint8_t * out_buf;
    bool s;
    bool detected = false;
    int face_id = 0;
    if(!detection_enabled || fb->width > 400){
        size_t fb_len = 0;
        if(fb->format == PIXFORMAT_JPEG){
            fb_len = fb->len;
            res = httpd_resp_send(req, (const char *)fb->buf, fb->len);
        } else {
            jpg_chunking_t jchunk = {req, 0};
            res = frame2jpg_cb(fb, 80, jpg_encode_stream, &jchunk)?ESP_OK:ESP_FAIL;
            httpd_resp_send_chunk(req, NULL, 0);
            fb_len = jchunk.len;
        int64_t fr_end = esp_timer_get_time();
        Serial.printf("JPG: %uB %ums\n", (uint32_t)(fb_len), (uint32_t)((fr_end - fr_start)/1000));
        return res;

    dl_matrix3du_t *image_matrix = dl_matrix3du_alloc(1, fb->width, fb->height, 3);
    if (!image_matrix) {
        Serial.println("dl_matrix3du_alloc failed");
        return ESP_FAIL;

    out_buf = image_matrix->item;
    out_len = fb->width * fb->height * 3;
    out_width = fb->width;
    out_height = fb->height;

    s = fmt2rgb888(fb->buf, fb->len, fb->format, out_buf);
        Serial.println("to rgb888 failed");
        return ESP_FAIL;

    box_array_t *net_boxes = face_detect(image_matrix, &mtmn_config);

    if (net_boxes){
        detected = true;
            face_id = run_face_recognition(image_matrix, net_boxes);
        draw_face_boxes(image_matrix, net_boxes, face_id);

    jpg_chunking_t jchunk = {req, 0};
    s = fmt2jpg_cb(out_buf, out_len, out_width, out_height, PIXFORMAT_RGB888, 90, jpg_encode_stream, &jchunk);
        Serial.println("JPEG compression failed");
        return ESP_FAIL;

    int64_t fr_end = esp_timer_get_time();
    Serial.printf("FACE: %uB %ums %s%d\n", (uint32_t)(jchunk.len), (uint32_t)((fr_end - fr_start)/1000), detected?"DETECTED ":"", face_id);
    return res;

static esp_err_t stream_handler(httpd_req_t *req){
    camera_fb_t * fb = NULL;
    esp_err_t res = ESP_OK;
    size_t _jpg_buf_len = 0;
    uint8_t * _jpg_buf = NULL;
    char * part_buf[64];
    dl_matrix3du_t *image_matrix = NULL;
    bool detected = false;
    int face_id = 0;
    int64_t fr_start = 0;
    int64_t fr_ready = 0;
    int64_t fr_face = 0;
    int64_t fr_recognize = 0;
    int64_t fr_encode = 0;

    static int64_t last_frame = 0;
    if(!last_frame) {
        last_frame = esp_timer_get_time();

    res = httpd_resp_set_type(req, _STREAM_CONTENT_TYPE);
    if(res != ESP_OK){
        return res;

        detected = false;
        face_id = 0;
        fb = esp_camera_fb_get();
        if (!fb) {
            Serial.println("Camera capture failed");
            res = ESP_FAIL;
        } else {
            fr_start = esp_timer_get_time();
            fr_ready = fr_start;
            fr_face = fr_start;
            fr_encode = fr_start;
            fr_recognize = fr_start;
            if(!detection_enabled || fb->width > 400){
                if(fb->format != PIXFORMAT_JPEG){
                    bool jpeg_converted = frame2jpg(fb, 80, &_jpg_buf, &_jpg_buf_len);
                    fb = NULL;
                        Serial.println("JPEG compression failed");
                        res = ESP_FAIL;
                } else {
                    _jpg_buf_len = fb->len;
                    _jpg_buf = fb->buf;
            } else {

                image_matrix = dl_matrix3du_alloc(1, fb->width, fb->height, 3);

                if (!image_matrix) {
                    Serial.println("dl_matrix3du_alloc failed");
                    res = ESP_FAIL;
                } else {
                    if(!fmt2rgb888(fb->buf, fb->len, fb->format, image_matrix->item)){
                        Serial.println("fmt2rgb888 failed");
                        res = ESP_FAIL;
                    } else {
                        fr_ready = esp_timer_get_time();
                        box_array_t *net_boxes = NULL;
                            net_boxes = face_detect(image_matrix, &mtmn_config);
                        fr_face = esp_timer_get_time();
                        fr_recognize = fr_face;
                        if (net_boxes || fb->format != PIXFORMAT_JPEG){
                                detected = true;
                                    face_id = run_face_recognition(image_matrix, net_boxes);
                                fr_recognize = esp_timer_get_time();
                                draw_face_boxes(image_matrix, net_boxes, face_id);
                            if(!fmt2jpg(image_matrix->item, fb->width*fb->height*3, fb->width, fb->height, PIXFORMAT_RGB888, 90, &_jpg_buf, &_jpg_buf_len)){
                                Serial.println("fmt2jpg failed");
                                res = ESP_FAIL;
                            fb = NULL;
                        } else {
                            _jpg_buf = fb->buf;
                            _jpg_buf_len = fb->len;
                        fr_encode = esp_timer_get_time();
        if(res == ESP_OK){
            size_t hlen = snprintf((char *)part_buf, 64, _STREAM_PART, _jpg_buf_len);
            res = httpd_resp_send_chunk(req, (const char *)part_buf, hlen);
        if(res == ESP_OK){
            res = httpd_resp_send_chunk(req, (const char *)_jpg_buf, _jpg_buf_len);
        if(res == ESP_OK){
            res = httpd_resp_send_chunk(req, _STREAM_BOUNDARY, strlen(_STREAM_BOUNDARY));
            fb = NULL;
            _jpg_buf = NULL;
        } else if(_jpg_buf){
            _jpg_buf = NULL;
        if(res != ESP_OK){
        int64_t fr_end = esp_timer_get_time();

        int64_t ready_time = (fr_ready - fr_start)/1000;
        int64_t face_time = (fr_face - fr_ready)/1000;
        int64_t recognize_time = (fr_recognize - fr_face)/1000;
        int64_t encode_time = (fr_encode - fr_recognize)/1000;
        int64_t process_time = (fr_encode - fr_start)/1000;
        int64_t frame_time = fr_end - last_frame;
        last_frame = fr_end;
        frame_time /= 1000;
        uint32_t avg_frame_time = ra_filter_run(&ra_filter, frame_time);
        Serial.printf("MJPG: %uB %ums (%.1ffps), AVG: %ums (%.1ffps), %u+%u+%u+%u=%u %s%d\n",
            (uint32_t)frame_time, 1000.0 / (uint32_t)frame_time,
            avg_frame_time, 1000.0 / avg_frame_time,
            (uint32_t)ready_time, (uint32_t)face_time, (uint32_t)recognize_time, (uint32_t)encode_time, (uint32_t)process_time,
            (detected)?"DETECTED ":"", face_id

    last_frame = 0;
    return res;

static esp_err_t cmd_handler(httpd_req_t *req){
    char*  buf;
    size_t buf_len;
    char variable[32] = {0,};
    char value[32] = {0,};

    buf_len = httpd_req_get_url_query_len(req) + 1;
    if (buf_len > 1) {
        buf = (char*)malloc(buf_len);
            return ESP_FAIL;
        if (httpd_req_get_url_query_str(req, buf, buf_len) == ESP_OK) {
            if (httpd_query_key_value(buf, "var", variable, sizeof(variable)) == ESP_OK &&
                httpd_query_key_value(buf, "val", value, sizeof(value)) == ESP_OK) {
            } else {
                return ESP_FAIL;
        } else {
            return ESP_FAIL;
    } else {
        return ESP_FAIL;

    int val = atoi(value);
    sensor_t * s = esp_camera_sensor_get();
    int res = 0;

    if(!strcmp(variable, "framesize")) {
        if(s->pixformat == PIXFORMAT_JPEG) res = s->set_framesize(s, (framesize_t)val);
    else if(!strcmp(variable, "quality")) res = s->set_quality(s, val);
    else if(!strcmp(variable, "contrast")) res = s->set_contrast(s, val);
    else if(!strcmp(variable, "brightness")) res = s->set_brightness(s, val);
    else if(!strcmp(variable, "saturation")) res = s->set_saturation(s, val);
    else if(!strcmp(variable, "gainceiling")) res = s->set_gainceiling(s, (gainceiling_t)val);
    else if(!strcmp(variable, "colorbar")) res = s->set_colorbar(s, val);
    else if(!strcmp(variable, "awb")) res = s->set_whitebal(s, val);
    else if(!strcmp(variable, "agc")) res = s->set_gain_ctrl(s, val);
    else if(!strcmp(variable, "aec")) res = s->set_exposure_ctrl(s, val);
    else if(!strcmp(variable, "hmirror")) res = s->set_hmirror(s, val);
    else if(!strcmp(variable, "vflip")) res = s->set_vflip(s, val);
    else if(!strcmp(variable, "awb_gain")) res = s->set_awb_gain(s, val);
    else if(!strcmp(variable, "agc_gain")) res = s->set_agc_gain(s, val);
    else if(!strcmp(variable, "aec_value")) res = s->set_aec_value(s, val);
    else if(!strcmp(variable, "aec2")) res = s->set_aec2(s, val);
    else if(!strcmp(variable, "dcw")) res = s->set_dcw(s, val);
    else if(!strcmp(variable, "bpc")) res = s->set_bpc(s, val);
    else if(!strcmp(variable, "wpc")) res = s->set_wpc(s, val);
    else if(!strcmp(variable, "raw_gma")) res = s->set_raw_gma(s, val);
    else if(!strcmp(variable, "lenc")) res = s->set_lenc(s, val);
    else if(!strcmp(variable, "special_effect")) res = s->set_special_effect(s, val);
    else if(!strcmp(variable, "wb_mode")) res = s->set_wb_mode(s, val);
    else if(!strcmp(variable, "ae_level")) res = s->set_ae_level(s, val);
    else if(!strcmp(variable, "face_detect")) {
        detection_enabled = val;
        if(!detection_enabled) {
            recognition_enabled = 0;
    else if(!strcmp(variable, "face_enroll")) is_enrolling = val;
    else if(!strcmp(variable, "face_recognize")) {
        recognition_enabled = val;
            detection_enabled = val;
    else {
        res = -1;

        return httpd_resp_send_500(req);

    httpd_resp_set_hdr(req, "Access-Control-Allow-Origin", "*");
    return httpd_resp_send(req, NULL, 0);

static esp_err_t status_handler(httpd_req_t *req){
    static char json_response[1024];

    sensor_t * s = esp_camera_sensor_get();
    char * p = json_response;
    *p++ = '{';

    p+=sprintf(p, "\"framesize\":%u,", s->status.framesize);
    p+=sprintf(p, "\"quality\":%u,", s->status.quality);
    p+=sprintf(p, "\"brightness\":%d,", s->status.brightness);
    p+=sprintf(p, "\"contrast\":%d,", s->status.contrast);
    p+=sprintf(p, "\"saturation\":%d,", s->status.saturation);
    p+=sprintf(p, "\"special_effect\":%u,", s->status.special_effect);
    p+=sprintf(p, "\"wb_mode\":%u,", s->status.wb_mode);
    p+=sprintf(p, "\"awb\":%u,", s->status.awb);
    p+=sprintf(p, "\"awb_gain\":%u,", s->status.awb_gain);
    p+=sprintf(p, "\"aec\":%u,", s->status.aec);
    p+=sprintf(p, "\"aec2\":%u,", s->status.aec2);
    p+=sprintf(p, "\"ae_level\":%d,", s->status.ae_level);
    p+=sprintf(p, "\"aec_value\":%u,", s->status.aec_value);
    p+=sprintf(p, "\"agc\":%u,", s->status.agc);
    p+=sprintf(p, "\"agc_gain\":%u,", s->status.agc_gain);
    p+=sprintf(p, "\"gainceiling\":%u,", s->status.gainceiling);
    p+=sprintf(p, "\"bpc\":%u,", s->status.bpc);
    p+=sprintf(p, "\"wpc\":%u,", s->status.wpc);
    p+=sprintf(p, "\"raw_gma\":%u,", s->status.raw_gma);
    p+=sprintf(p, "\"lenc\":%u,", s->status.lenc);
    p+=sprintf(p, "\"vflip\":%u,", s->status.vflip);
    p+=sprintf(p, "\"hmirror\":%u,", s->status.hmirror);
    p+=sprintf(p, "\"dcw\":%u,", s->status.dcw);
    p+=sprintf(p, "\"colorbar\":%u,", s->status.colorbar);
    p+=sprintf(p, "\"face_detect\":%u,", detection_enabled);
    p+=sprintf(p, "\"face_enroll\":%u,", is_enrolling);
    p+=sprintf(p, "\"face_recognize\":%u", recognition_enabled);
    *p++ = '}';
    *p++ = 0;
    httpd_resp_set_type(req, "application/json");
    httpd_resp_set_hdr(req, "Access-Control-Allow-Origin", "*");
    return httpd_resp_send(req, json_response, strlen(json_response));

static esp_err_t index_handler(httpd_req_t *req){
    httpd_resp_set_type(req, "text/html");
    httpd_resp_set_hdr(req, "Content-Encoding", "gzip");
    return httpd_resp_send(req, (const char *)index_html_gz, index_html_gz_len);

void startCameraServer(){
    httpd_config_t config = HTTPD_DEFAULT_CONFIG();

    httpd_uri_t index_uri = {
        .uri       = "/",
        .method    = HTTP_GET,
        .handler   = index_handler,
        .user_ctx  = NULL

    httpd_uri_t status_uri = {
        .uri       = "/status",
        .method    = HTTP_GET,
        .handler   = status_handler,
        .user_ctx  = NULL

    httpd_uri_t cmd_uri = {
        .uri       = "/control",
        .method    = HTTP_GET,
        .handler   = cmd_handler,
        .user_ctx  = NULL

    httpd_uri_t capture_uri = {
        .uri       = "/capture",
        .method    = HTTP_GET,
        .handler   = capture_handler,
        .user_ctx  = NULL

   httpd_uri_t stream_uri = {
        .uri       = "/stream",
        .method    = HTTP_GET,
        .handler   = stream_handler,
        .user_ctx  = NULL

    ra_filter_init(&ra_filter, 20);
    mtmn_config.min_face = 80;
    mtmn_config.pyramid = 0.7;
    mtmn_config.p_threshold.score = 0.6;
    mtmn_config.p_threshold.nms = 0.7;
    mtmn_config.r_threshold.score = 0.7;
    mtmn_config.r_threshold.nms = 0.7;
    mtmn_config.r_threshold.candidate_number = 4;
    mtmn_config.o_threshold.score = 0.7;
    mtmn_config.o_threshold.nms = 0.4;
    mtmn_config.o_threshold.candidate_number = 1;
    face_id_init(&id_list, FACE_ID_SAVE_NUMBER, ENROLL_CONFIRM_TIMES);
    Serial.printf("Starting web server on port: '%d'\n", config.server_port);
    if (httpd_start(&camera_httpd, &config) == ESP_OK) {
        httpd_register_uri_handler(camera_httpd, &index_uri);
        httpd_register_uri_handler(camera_httpd, &cmd_uri);
        httpd_register_uri_handler(camera_httpd, &status_uri);
        httpd_register_uri_handler(camera_httpd, &capture_uri);

    config.server_port += 1;
    config.ctrl_port += 1;
    Serial.printf("Starting stream server on port: '%d'\n", config.server_port);
    if (httpd_start(&stream_httpd, &config) == ESP_OK) {
        httpd_register_uri_handler(stream_httpd, &stream_uri);

H file

//File: index.html.gz, Size: 3663
#define index_html_gz_len 3663
const uint8_t index_html_gz[] = {
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 0x49, 0x89, 0x94, 0x5A, 0xBB, 0xCA, 0x1A, 0xA0, 0xBB, 0xA7, 0xBB, 0xBF, 0xBE, 0x0C, 0x88, 0xF1,
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 0x99, 0x27, 0x8D, 0xEA, 0x60, 0x5C, 0x50, 0xFC, 0xE4, 0x94, 0xFF, 0x36, 0x07, 0xC8, 0x71, 0x88,
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 0x98, 0xC9, 0xCF, 0xC4, 0x8F, 0x12, 0x6C, 0x0A, 0x66, 0xE4, 0x54, 0x11, 0x8A, 0x20, 0x8F, 0x74,
 0xFD, 0x32, 0x61, 0xB8, 0x1F, 0x9A, 0x21, 0x0B, 0x30, 0xB3, 0x7B, 0xB1, 0x4B, 0xBA, 0x51, 0x80,
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 0x0A, 0x9E, 0xD6, 0x15, 0xE4, 0x3B, 0x8A, 0x46, 0x03, 0x02, 0xDE, 0x46, 0x22, 0x14, 0x3C, 0x38,
 0x03, 0x61, 0x3F, 0xC0, 0xFA, 0x74, 0x1D, 0x0C, 0x49, 0x44, 0xAC, 0x06, 0x62, 0x89, 0x05, 0x7D,
 0x34, 0x2E, 0xE7, 0xAC, 0xE0, 0x87, 0x89, 0x25, 0x90, 0x6A, 0xB6, 0x06, 0x27, 0x87, 0x3D, 0xA5,
 0xAC, 0xF0, 0xD0, 0xD2, 0x13, 0x73, 0x85, 0x89, 0x39, 0x73, 0xFF, 0x29, 0x28, 0xA7, 0x19, 0xFB,
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 0x46, 0xD2, 0xED, 0xD5, 0xD4, 0xE7, 0xD5, 0x39, 0x1E, 0xD3, 0xEE, 0x61, 0xFB, 0x0E, 0x3B, 0x3F,
 0x15, 0xCB, 0x85, 0x28, 0x35, 0x15, 0xE2, 0x0F, 0x22, 0x56, 0xE6, 0x05, 0x61, 0xB0, 0xC6, 0x1E,
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 0x81, 0xEB, 0x16, 0xFB, 0x84, 0xEB, 0x9E, 0x54, 0x4F, 0x1A, 0x73, 0xD9, 0xCF, 0xE7, 0x29, 0xF6,
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 0xFF, 0xC6, 0xC2, 0xD7, 0x7F, 0xF2, 0x36, 0xDE, 0x12, 0xBE, 0xFC, 0x6B, 0x9A, 0x26, 0x08, 0x1A,
 0x0C, 0x30, 0x82, 0x73, 0x36, 0x96, 0xAD, 0x66, 0xB1, 0xB8, 0x89, 0xB0, 0x58, 0xD2, 0x60, 0xE6,
 0xDC, 0x93, 0xA6, 0xFF, 0xE2, 0x5C, 0xA6, 0x4B, 0xED, 0x28, 0x9C, 0x05, 0xF9, 0x12, 0x0A, 0x33,
 0x55, 0x27, 0xF4, 0x88, 0x70, 0x63, 0xE4, 0xFB, 0xDC, 0xB6, 0x32, 0x0B, 0x60, 0xE2, 0xE9, 0x12,
 0xA5, 0x16, 0xF1, 0xC9, 0xAB, 0x98, 0xB4, 0xEB, 0x22, 0x28, 0xD5, 0x0C, 0x6B, 0x25, 0xA4, 0x30,
 0x8F, 0x92, 0x90, 0x3D, 0x40, 0x1F, 0xD6, 0x8B, 0xFA, 0x9D, 0x69, 0xC2, 0x5E, 0x83, 0xDC, 0x90,
 0x02, 0x82, 0x6E, 0x07, 0x69, 0x55, 0xA3, 0x6A, 0x9C, 0xC0, 0x1F, 0xBD, 0xE0, 0x30, 0xA9, 0x72,
 0xBD, 0xBE, 0xD0, 0x7D, 0x9F, 0xCC, 0xF7, 0xEB, 0x24, 0x80, 0xE6, 0xAC, 0x59, 0x85, 0x4F, 0xA1,
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 0xFA, 0xA5, 0x2C, 0xF3, 0xEF, 0x60, 0x58, 0xE4, 0x54, 0xD8, 0x37, 0x0E, 0xCB, 0xF5, 0x09, 0xB7,
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 0x8A, 0xAC, 0x00, 0x49, 0xBC, 0x0A, 0xE7, 0x15, 0x8A, 0x7B, 0xC1, 0xB7, 0xF5, 0x7B, 0x63, 0x38,
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 0x46, 0xE0, 0x3F, 0xB4, 0xFA, 0x29, 0x5F, 0x3F, 0xAF, 0xBE, 0x14, 0x27, 0xCB, 0x9E, 0x85, 0x94,
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 0x92, 0xEE, 0x49, 0xE2, 0xD4, 0x27, 0xCB, 0xD3, 0x2E, 0x87, 0x41, 0x1E, 0x9A, 0xA2, 0x66, 0x35,
 0x7E, 0xAF, 0x93, 0x5F, 0x45, 0x31, 0x3C, 0x86, 0xFE, 0xC6, 0xEF, 0x5B, 0x4C, 0x1B, 0x8B, 0x30,
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 0x67, 0x77, 0xFC, 0xC7, 0xC9, 0x2D, 0xBF, 0x3C, 0x98, 0x3D, 0x9D, 0x38, 0xE7, 0xCF, 0x00, 0xF2,
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 0x9E, 0x3D, 0x7D, 0x7A, 0xDA, 0x7C, 0xEC, 0x77, 0xC2, 0x41, 0xF2, 0xF7, 0x57, 0x71, 0x09, 0x16,
 0xBD, 0x8C, 0xC1, 0x42, 0x34, 0x3C, 0x3F, 0x16, 0xD2, 0xE6, 0x34, 0x38, 0x06, 0x15, 0x56, 0x28,
 0x95, 0xE4, 0xC6, 0x32, 0xBD, 0x52, 0x92, 0x10, 0x82, 0xB4, 0x83, 0x82, 0x25, 0x24, 0x82, 0x4C,
 0xC4, 0xB4, 0x22, 0x4A, 0x9A, 0x2A, 0x22, 0xBB, 0x43, 0xC7, 0xF3, 0xAA, 0x0B, 0x6B, 0x92, 0xB0,
 0x4F, 0xA8, 0xB0, 0xB3, 0x4A, 0x20, 0xB0, 0x09, 0x76, 0x7E, 0x33, 0xB2, 0x82, 0x26, 0xD3, 0x2F,
 0x71, 0x7B, 0x6E, 0xFD, 0x2F, 0xA7, 0x76, 0x03, 0xD4, 0xC7, 0x3C, 0xDA, 0x93, 0x93, 0xAB, 0xC5,
 0xCC, 0x43, 0x90, 0x71, 0xAA, 0xD6, 0x7B, 0x2C, 0x02, 0x17, 0xE0, 0x5D, 0xEA, 0xD6, 0x05, 0x29,
 0x32, 0x05, 0x8B, 0xF3, 0xAB, 0xA9, 0x8A, 0xC9, 0x8A, 0xBA, 0x8C, 0x44, 0xBC, 0xAC, 0x51, 0x48,
 0x88, 0xA3, 0x03, 0x11, 0x59, 0x43, 0xE4, 0x45, 0xE0, 0xDA, 0x5A, 0x55, 0xB5, 0xFE, 0xF3, 0xC7,
 0x8B, 0x4B, 0x0D, 0x92, 0xAC, 0x3A, 0xAE, 0xD5, 0xAB, 0x55, 0xFD, 0xFC, 0x58, 0x92, 0x6C, 0x2C,
 0xEB, 0x99, 0x6A, 0xDD, 0x0A, 0x51, 0xF5, 0x33, 0x10, 0x55, 0xAD, 0x37, 0xB6, 0x17, 0x75, 0xA6,
 0x5A, 0x42, 0x12, 0x08, 0x19, 0x3F, 0x3D, 0x3D, 0xDB, 0x5E, 0xD0, 0x53, 0xD0, 0xE9, 0x37, 0x90,
 0x74, 0x06, 0xD6, 0x9D, 0xEE, 0x62, 0xDC, 0xA9, 0x6A, 0x71, 0x39, 0xA7, 0x8D, 0xEA, 0xB8, 0x71,
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 0x41, 0x36, 0xFF, 0xBD, 0x5F, 0x49, 0x6F, 0x06, 0x45, 0xBD, 0xC0, 0xCC, 0x40, 0x37, 0x82, 0xAC,
 0x63, 0xAD, 0xA8, 0x28, 0x71, 0xA2, 0x79, 0x74, 0x8F, 0x62, 0x98, 0x6B, 0x3E, 0xBC, 0x97, 0x20,
 0xFF, 0x4E, 0x05, 0xE8, 0x12, 0x2D, 0xE8, 0x12, 0xE9, 0x46, 0x94, 0xE9, 0x92, 0x95, 0xBD, 0x74,
 0xF6, 0xD1, 0x3D, 0xC2, 0xD3, 0x82, 0xA7, 0x1B, 0xE3, 0xD5, 0x54, 0x85, 0x57, 0x24, 0x41, 0x81,
 0xD1, 0x82, 0x02, 0x23, 0xDD, 0x18, 0x65, 0x0A, 0x64, 0x25, 0x33, 0x55, 0x60, 0xB2, 0x26, 0xFD,
 0xE4, 0x0D, 0x15, 0xE8, 0xF0, 0x65, 0x0D, 0xE1, 0xAC, 0xF8, 0xEA, 0xC6, 0xE5, 0x3D, 0xB4, 0xE9,
 0x1E, 0x4F, 0xD0, 0xF5, 0x72, 0x41, 0xD7, 0x4B, 0xDD, 0x78, 0x72, 0x7E, 0x29, 0x1B, 0x09, 0x14,
 0x6F, 0xA2, 0x4D, 0x78, 0x45, 0x33, 0x88, 0xF6, 0x85, 0x7F, 0x42, 0xF0, 0x4E, 0xE6, 0x58, 0x92,
 0xBA, 0x9A, 0x31, 0x5D, 0x68, 0xC8, 0xC3, 0x01, 0xD3, 0x4A, 0xEF, 0x3C, 0x0C, 0xAB, 0x8C, 0xE4,
 0xAD, 0x4B, 0xA5, 0xFD, 0xF3, 0x73, 0x85, 0x06, 0x8A, 0xF8, 0x0F, 0x03, 0x4A, 0x90, 0xED, 0x50,
 0x55, 0xE4, 0x26, 0x72, 0x05, 0xF3, 0x7F, 0xCB, 0x01, 0x21, 0xA5, 0xB0, 0x1E, 0x09, 0x15, 0x17,
 0xF3, 0xFD, 0x1B, 0xF8, 0x88, 0x63, 0x4F, 0x89, 0xA3, 0x24, 0x5A, 0xE8, 0x26, 0x3F, 0xD2, 0x3A,
 0xDA, 0x44, 0x37, 0x8E, 0x26, 0xA9, 0x47, 0x41, 0x4B, 0xDE, 0x5B, 0x32, 0x15, 0x41, 0xC7, 0x2F,
 0x07, 0xD1, 0xF1, 0x4B, 0x41, 0xC7, 0x2F, 0x00, 0xD8, 0x2C, 0x03, 0x7A, 0x52, 0x43, 0x30, 0xA3,
 0xAA, 0x27, 0xBD, 0x10, 0x5A, 0x57, 0x33, 0xBF, 0xCC, 0x4C, 0x16, 0x95, 0xF2, 0x48, 0x6E, 0xD7,
 0x3E, 0x3F, 0x16, 0xFF, 0x6A, 0xEE, 0xFF, 0x81, 0x09, 0x07, 0x8B, 0x81, 0x4E, 0x00, 0x00