Add FaceRecognition

2026-07-22 18:30:31 +03:00
parent 88d9b6861b
commit 081f368aa0
7 changed files with 1006 additions and 2 deletions
@@ -29,7 +29,10 @@
                        <BarDropdownItem To="/setting/add_objects">Добавить объект</BarDropdownItem>
                    </BarDropdownMenu>
                    <BarDropdownMenu>
-                        <BarDropdownItem To="/simple-datagrid">Simple DataGrid</BarDropdownItem>
+                        <BarDropdownItem To="/setting/add_types">Добавить тип</BarDropdownItem>
+                    </BarDropdownMenu>
+                    <BarDropdownMenu>
+                        <BarDropdownItem To="/setting/add_devs">Добавить устройство</BarDropdownItem>
                    </BarDropdownMenu>
                </BarDropdown>
            </BarItem>
@@ -6,6 +6,36 @@
 {
    <p>Название: @_obj.NameObject</p>
    <p>Количество устройств: @_devs.Count</p>
+
+    <Row>
+        <Dropdown>
+            <DropdownToggle Color="Color.Primary">
+                Тип устройства
+            </DropdownToggle>
+            <DropdownMenu>
+                @foreach (var item in AllPubData.ListDeviceTypeItems)
+                {
+                    <DropdownItem Clicked="@(() => ChangeType(item.Id))">@item.Name</DropdownItem>
+                }
+
+            </DropdownMenu>
+        </Dropdown>
+    </Row>
+    <Row>
+        <Column ColumnSize="ColumnSize.Is2">
+            <ListGroup>
+                <ListGroupItem Color="Color.Dark">Dark</ListGroupItem>
+                <ListGroupItem Color="Color.Dark">Dark</ListGroupItem>
+                <ListGroupItem Color="Color.Dark">Dark</ListGroupItem>
+                <ListGroupItem Color="Color.Dark">Dark</ListGroupItem>
+                <ListGroupItem Color="Color.Dark">Dark</ListGroupItem>
+                <ListGroupItem Color="Color.Dark">Dark</ListGroupItem>
+                <ListGroupItem Color="Color.Dark">Dark</ListGroupItem>
+                <ListGroupItem Color="Color.Dark">Dark</ListGroupItem>
+            </ListGroup>
+        </Column>
+    </Row>
+
 }
 else
 {
@@ -15,13 +45,22 @@ else
@code {
    [Parameter]
    public Guid Id { get; set; }
-    
+
+    //public Guid IdType { get; set; }
+    private DeviceTypeItems? _SelectedType;
    private ObjectItems? _obj;
    private List<DeviceItems> _devs = new();
+    private List<DeviceItems> _show_devs = new();

    protected override void OnInitialized()
    {
        _obj = AllPubData.ListObjectItems.FirstOrDefault(o => o.Id == Id);
        _devs = AllPubData.ListDeviceItems.Where(d => d.DeviceObject == Id).ToList();
    }
+
+    private void ChangeType(Guid id)
+    {
+        _SelectedType = AllPubData.ListDeviceTypeItems.First(t => t.Id == id);
+        _show_devs = _devs.Where(d => d.DeviceType == id).ToList();
+    }
 }
@@ -0,0 +1,181 @@
+@page "/setting/add_devs"
+@using Visor.Models
+
+@* @inject HttpClient Http *@
+
+<LoadingIndicator Visible="@isLoading" FullScreen />
+
+
+<Row Width="Width.Max100">
+    <Column ColumnSize="ColumnSize.Is10"></Column>
+    <Column ColumnSize="ColumnSize.Is2">
+        <Button Color="Color.Primary" Clicked="@ShowAddObjetc">
+            <Icon Name="IconName.Add" />
+        </Button>
+        <Button Color="Color.Primary" Clicked="@ShowAddObjetc">
+            <Icon Name="IconName.FileUpload" />
+        </Button>
+        <Button Color="Color.Primary" Outline Clicked="@ShowDelObjetc">
+            <Icon Name="IconName.Delete" />
+        </Button>
+    </Column>
+</Row>
+<Divider />
+<Div>
+    @if (isLoading || listObjects is null)
+    {
+        <Paragraph>@MessagePages</Paragraph>
+    }
+    else if (listObjects != null && listObjects.Any())
+    {
+        <Table>
+            <TableHeader>
+                <TableRow>
+                    <TableHeaderCell>Название</TableHeaderCell>
+                    <TableHeaderCell>Описание</TableHeaderCell>
+                </TableRow>
+            </TableHeader>
+            <TableBody>
+                @foreach (var item in listObjects)
+                {
+                    <TableRow>
+                        <TableRowCell>@item.NameObject</TableRowCell>
+                        <TableRowCell>@item.DescriptionObject</TableRowCell>
+                    </TableRow>
+                }
+            </TableBody>
+        </Table>
+    }
+    else
+    {
+        <Alert Color="Color.Warning">@MessagePages</Alert>
+        <Paragraph>@MessagePages</Paragraph>
+    }
+</Div>
+
+
+@code {
+    private List<ObjectItems>? listObjects = AllPubData.ListObjectItems;
+    private Modal modalAdd;
+    private Modal modalDel;
+
+    private Guid select_id { get; set; }
+    private int id_object { get; set; }
+    private string name_object { get; set; }
+    private string decript_object { get; set; }
+
+    private HttpClient Http = AllPubData.http;
+
+
+    private string? MessagePages;
+    bool isLoading = true;
+
+    protected override async Task OnInitializedAsync()
+    {        
+        listObjects = AllPubData.ListObjectItems;
+        if (listObjects.Count == 0)
+            MessagePages = "Нет данных";
+        isLoading = false;
+    }
+
+    private Task ShowAddObjetc()
+    {
+        id_object = listObjects.Count;
+        return modalAdd.Show();
+    }
+    private async Task AddObject()
+    {
+        var obj = new ObjectItems()
+        {
+            NameObject = name_object,
+            DescriptionObject = decript_object
+        };
+
+        var post = await Http.PostAsJsonAsync("api/Object/AddObject", obj);
+        if (post.IsSuccessStatusCode)
+        {
+            listObjects.Add(obj);
+            await modalAdd.Hide();
+            //await AllPubData.ReloadObject();
+        }
+
+    }
+    private Task ShowDelObjetc() => modalDel.Show();
+    private async Task DelObject()
+    {
+        var del = await Http.DeleteAsync($"api/Object/DelObject?id={select_id}");
+        if (del.IsSuccessStatusCode)
+        {
+            listObjects.Remove(listObjects.Where(i => i.Id == select_id).First());
+            await HideDelModal();
+        }
+    }
+    private Task HideAddModal() => modalAdd.Hide();
+    private Task HideDelModal() => modalDel.Hide();
+
+}
+<Modal @ref="modalAdd" Centered>
+    <ModalContent>
+        <ModalHeader>
+            <ModalTitle>Добавить объект</ModalTitle>
+        </ModalHeader>
+        <ModalBody>
+            @* <Addons>
+                <Addon AddonType="AddonType.Start">
+                    <AddonLabel>Id</AddonLabel>
+                </Addon>
+                <Addon AddonType="AddonType.Body">
+                    <NumericInput Disabled Placeholder="Номер объекта" @bind-Value="@id_object" />
+                </Addon>
+            </Addons> *@
+            <Addons>
+                <Addon AddonType="AddonType.Start">
+                    <AddonLabel>Name</AddonLabel>
+                </Addon>
+                <Addon AddonType="AddonType.Body">
+                    <TextInput @bind-Value="@name_object" Placeholder="Имя объекта" />
+                </Addon>
+            </Addons>
+            <Addons>
+                <Addon AddonType="AddonType.Start">
+                    <AddonLabel>Описание</AddonLabel>
+                </Addon>
+                <Addon AddonType="AddonType.Body">
+                    <TextInput Placeholder="Дополнительная информация" @bind-Value="@decript_object" />
+                </Addon>
+            </Addons>
+            <ModalFooter>
+                <Button Color="Color.Secondary" Clicked="@HideAddModal">Close</Button>
+                <Button Color="Color.Primary" Clicked="@AddObject">Добавить</Button>
+            </ModalFooter>
+        </ModalBody>
+    </ModalContent>
+</Modal>
+
+<Modal @ref="modalDel" Centered>
+    <ModalContent>
+        <ModalHeader>
+            <ModalTitle>Удалить объект</ModalTitle>
+        </ModalHeader>
+        <ModalBody>
+            <Addons>
+                <Addon AddonType="AddonType.Start">
+                    <AddonLabel>Id</AddonLabel>
+                </Addon>
+                <Addon AddonType="AddonType.Body">
+                    <Select @bind-Value="@select_id">
+                        <SelectItem Value="9999">Объект</SelectItem>
+                        @foreach (var item in listObjects)
+                        {
+                            <SelectItem Value="@item.Id">@item.NameObject</SelectItem>
+                        }
+                    </Select>
+                </Addon>
+            </Addons>
+            <ModalFooter>
+                <Button Color="Color.Secondary" Clicked="@HideDelModal">Close</Button>
+                <Button Color="Color.Primary" Clicked="@DelObject">Удалить</Button>
+            </ModalFooter>
+        </ModalBody>
+    </ModalContent>
+</Modal>
@@ -0,0 +1,179 @@
+@page "/setting/add_types"
+@using Visor.Models
+
+@* @inject HttpClient Http *@
+
+<LoadingIndicator Visible="@isLoading" FullScreen />
+
+
+<Row Width="Width.Max100">
+    <Column ColumnSize="ColumnSize.Is10"></Column>
+    <Column ColumnSize="ColumnSize.Is2">
+        <Button Color="Color.Primary" Clicked="@ShowAddObjetc">
+            <Icon Name="IconName.Add" />
+        </Button>
+        <Button Color="Color.Primary" Outline Clicked="@ShowDelObjetc">
+            <Icon Name="IconName.Delete" />
+        </Button>
+    </Column>
+</Row>
+<Divider />
+<Div>
+    @if (isLoading || listObjects is null)
+    {
+        <Paragraph>@MessagePages</Paragraph>
+    }
+    else if (listObjects != null && listObjects.Any())
+    {
+        <Table>
+            <TableHeader>
+                <TableRow>
+                    <TableHeaderCell>Название</TableHeaderCell>
+                    <TableHeaderCell>Описание</TableHeaderCell>
+                </TableRow>
+            </TableHeader>
+            <TableBody>
+                @foreach (var item in listObjects)
+                {
+                    <TableRow>
+                        <TableRowCell>@item.NameObject</TableRowCell>
+                        <TableRowCell>@item.DescriptionObject</TableRowCell>
+                    </TableRow>
+                }
+            </TableBody>
+        </Table>
+    }
+    else
+    {
+        <Alert Color="Color.Warning">@MessagePages</Alert>
+        <Paragraph>@MessagePages</Paragraph>
+    }
+</Div>
+
+
+@code {
+    private List<ObjectItems>? listObjects = AllPubData.ListObjectItems;
+    private Modal modalAdd;
+    private Modal modalDel;
+
+    private Guid select_id { get; set; }
+    private int id_object { get; set; }
+    private string name_object { get; set; }
+    private string decript_object { get; set; }
+
+    private HttpClient Http = AllPubData.http;
+
+
+    private string? MessagePages;
+    bool isLoading = true;
+
+    protected override async Task OnInitializedAsync()
+    {
+        await AllPubData.GetObjects();
+        listObjects = AllPubData.ListObjectItems;
+        if (listObjects.Count == 0)
+            MessagePages = "Нет данных";
+        isLoading = false;
+    }
+
+    private Task ShowAddObjetc()
+    {
+        id_object = listObjects.Count;
+        return modalAdd.Show();
+    }
+    private async Task AddObject()
+    {
+        var obj = new ObjectItems()
+        {
+            NameObject = name_object,
+            DescriptionObject = decript_object
+        };
+
+        var post = await Http.PostAsJsonAsync("api/Object/AddObject", obj);
+        if (post.IsSuccessStatusCode)
+        {
+            listObjects.Add(obj);
+            await modalAdd.Hide();
+            //await AllPubData.ReloadObject();
+        }
+
+    }
+    private Task ShowDelObjetc() => modalDel.Show();
+    private async Task DelObject()
+    {
+        var del = await Http.DeleteAsync($"api/Object/DelObject?id={select_id}");
+        if (del.IsSuccessStatusCode)
+        {
+            listObjects.Remove(listObjects.Where(i => i.Id == select_id).First());
+            await HideDelModal();
+        }
+    }
+    private Task HideAddModal() => modalAdd.Hide();
+    private Task HideDelModal() => modalDel.Hide();
+
+}
+<Modal @ref="modalAdd" Centered>
+    <ModalContent>
+        <ModalHeader>
+            <ModalTitle>Добавить объект</ModalTitle>
+        </ModalHeader>
+        <ModalBody>
+            @* <Addons>
+                <Addon AddonType="AddonType.Start">
+                    <AddonLabel>Id</AddonLabel>
+                </Addon>
+                <Addon AddonType="AddonType.Body">
+                    <NumericInput Disabled Placeholder="Номер объекта" @bind-Value="@id_object" />
+                </Addon>
+            </Addons> *@
+            <Addons>
+                <Addon AddonType="AddonType.Start">
+                    <AddonLabel>Name</AddonLabel>
+                </Addon>
+                <Addon AddonType="AddonType.Body">
+                    <TextInput @bind-Value="@name_object" Placeholder="Имя объекта" />
+                </Addon>
+            </Addons>
+            <Addons>
+                <Addon AddonType="AddonType.Start">
+                    <AddonLabel>Описание</AddonLabel>
+                </Addon>
+                <Addon AddonType="AddonType.Body">
+                    <TextInput Placeholder="Дополнительная информация" @bind-Value="@decript_object" />
+                </Addon>
+            </Addons>
+            <ModalFooter>
+                <Button Color="Color.Secondary" Clicked="@HideAddModal">Close</Button>
+                <Button Color="Color.Primary" Clicked="@AddObject">Добавить</Button>
+            </ModalFooter>
+        </ModalBody>
+    </ModalContent>
+</Modal>
+
+<Modal @ref="modalDel" Centered>
+    <ModalContent>
+        <ModalHeader>
+            <ModalTitle>Удалить объект</ModalTitle>
+        </ModalHeader>
+        <ModalBody>
+            <Addons>
+                <Addon AddonType="AddonType.Start">
+                    <AddonLabel>Id</AddonLabel>
+                </Addon>
+                <Addon AddonType="AddonType.Body">
+                    <Select @bind-Value="@select_id">
+                        <SelectItem Value="9999">Объект</SelectItem>
+                        @foreach (var item in listObjects)
+                        {
+                            <SelectItem Value="@item.Id">@item.NameObject</SelectItem>
+                        }
+                    </Select>
+                </Addon>
+            </Addons>
+            <ModalFooter>
+                <Button Color="Color.Secondary" Clicked="@HideDelModal">Close</Button>
+                <Button Color="Color.Primary" Clicked="@DelObject">Удалить</Button>
+            </ModalFooter>
+        </ModalBody>
+    </ModalContent>
+</Modal>
@@ -0,0 +1,597 @@
+import face_recognition
+import cv2
+import os
+import time
+import threading
+import queue
+import base64
+import zipfile
+import json
+import csv
+from datetime import datetime
+from flask import Flask, request, render_template_string, Response, jsonify, send_from_directory, abort
+from flask_socketio import SocketIO, emit
+
+app = Flask(__name__)
+socketio = SocketIO(app, cors_allowed_origins="*", async_mode='threading')
+
+# === КОНФИГУРАЦИЯ ===
+CONFIG_FILE = "config.json"
+DEFAULT_CONFIG = {
+    "camera_ip": "192.168.1.100",
+    "camera_stream": 1, # 1 - низкое качество, 2 - среднее, 0 - высокое
+    "retention_days": 7,
+    "process_interval": 0.2
+}
+
+# === ЖЕСТКИЕ НАСТРОЙКИ КАМЕРЫ (СКРЫТЫ ОТ ОПЕРАТОРА) ===
+CAMERA_USER = "admin"
+CAMERA_PASS = "4NUDZhJ7" 
+# Формат URL для Dahua/Hikvision. {stream} заменится на номер потока
+URL_TEMPLATE = "rtsp://{user}:{password}@{ip}/cam/realmonitor?channel=1&subtype={stream}"
+
+def load_config():
+    if not os.path.exists(CONFIG_FILE):
+        with open(CONFIG_FILE, 'w') as f:
+            json.dump(DEFAULT_CONFIG, f, indent=4)
+        return DEFAULT_CONFIG
+    with open(CONFIG_FILE, 'r') as f:
+        return json.load(f)
+
+config = load_config()
+
+# Глобальные переменные
+known_face_encodings = []
+known_face_names = []
+frame_queue = queue.Queue(maxsize=2)
+last_processed_time = 0
+PROCESS_INTERVAL = float(config.get("process_interval", 0.2))
+
+SAVE_DIR = "Лица"
+DATASET_DIR = "dataset"
+LOG_FILE = "access_log.csv"
+ARCHIVE_DIR = "logs_archive"
+RETENTION_DAYS = int(config.get("retention_days", 7))
+
+last_sent_identity = None
+is_person_visible = False
+camera_thread_instance = None
+camera_stop_event = threading.Event()
+
+# === ИНИЦИАЛИЗАЦИЯ ПАПОК ===
+for d in [SAVE_DIR, DATASET_DIR, ARCHIVE_DIR, os.path.join(SAVE_DIR, "Unknown")]:
+    os.makedirs(d, exist_ok=True)
+
+if not os.path.exists(LOG_FILE):
+    with open(LOG_FILE, 'w', newline='', encoding='utf-8') as f:
+        writer = csv.writer(f, delimiter=';')
+        writer.writerow(["Дата", "Время", "Имя", "Скриншот"])
+
+def load_faces():
+    global known_face_encodings, known_face_names
+    print("Loading faces...")
+    known_face_encodings = []
+    known_face_names = []
+    for filename in os.listdir(DATASET_DIR):
+        if filename.endswith((".jpg", ".jpeg", ".png")):
+            try:
+                image = face_recognition.load_image_file(os.path.join(DATASET_DIR, filename))
+                encodings = face_recognition.face_encodings(image)
+                if len(encodings) > 0:
+                    known_face_encodings.append(encodings[0])
+                    known_face_names.append(os.path.splitext(filename)[0])
+            except Exception as e:
+                print(f"Error loading {filename}: {e}")
+    print(f"✅ Loaded {len(known_face_names)} faces.")
+
+load_faces()
+
+def get_base64_image(path):
+    try:
+        with open(path, "rb") as img_file:
+            return base64.b64encode(img_file.read()).decode('utf-8')
+    except:
+        return ""
+
+def cleanup_old_files():
+    now = time.time()
+    cutoff = now - (RETENTION_DAYS * 86400)
+    for root, dirs, files in os.walk(SAVE_DIR):
+        for file in files:
+            if file.endswith(".jpg"):
+                filepath = os.path.join(root, file)
+                if os.path.getmtime(filepath) < cutoff:
+                    try: os.remove(filepath)
+                    except: pass
+    if os.path.exists(LOG_FILE) and os.path.getsize(LOG_FILE) > 0:
+        if os.path.getmtime(LOG_FILE) < cutoff:
+            zip_name = os.path.join(ARCHIVE_DIR, f"log_{datetime.now().strftime('%Y%m%d_%H%M%S')}.zip")
+            try:
+                with zipfile.ZipFile(zip_name, 'w', zipfile.ZIP_DEFLATED) as zipf:
+                    zipf.write(LOG_FILE)
+                open(LOG_FILE, 'w').close()
+            except: pass
+
+def write_log(name, screenshot_path):
+    timestamp = datetime.now()
+    with open(LOG_FILE, "a", newline='', encoding="utf-8") as f:
+        writer = csv.writer(f, delimiter=';')
+        writer.writerow([
+            timestamp.strftime("%Y-%m-%d"),
+            timestamp.strftime("%H:%M:%S"),
+            name,
+            screenshot_path
+        ])
+
+def process_frame(frame):
+    global last_processed_time, last_sent_identity, is_person_visible
+    
+    small_frame = cv2.resize(frame, (0, 0), fx=0.25, fy=0.25)
+    rgb_small_frame = cv2.cvtColor(small_frame, cv2.COLOR_BGR2RGB)
+    
+    face_locations = face_recognition.face_locations(rgb_small_frame)
+    
+    if not face_locations:
+        if is_person_visible:
+            is_person_visible = False
+            last_sent_identity = None
+        return frame
+
+    top, right, bottom, left = face_locations[0]
+    face_encoding = face_recognition.face_encodings(rgb_small_frame, [face_locations[0]])[0]
+
+    matches = face_recognition.compare_faces(known_face_encodings, face_encoding)
+    name = "Unknown"
+    if True in matches:
+        name = known_face_names[matches.index(True)]
+
+    full_top, full_right = top * 4, right * 4
+    full_bottom, full_left = bottom * 4, left * 4
+    
+    should_notify = (name != last_sent_identity) or (not is_person_visible)
+    
+    if should_notify:
+        screenshot_path = ""
+        b64_img = ""
+        
+        pad_y, pad_x = 60, 40
+        h, w = frame.shape[:2]
+        crop = frame[max(0,full_top-pad_y):min(h,full_bottom+pad_y), max(0,full_left-pad_x):min(w,full_right+pad_x)]
+        
+        if crop.size > 0:
+            user_dir = os.path.join(SAVE_DIR, name)
+            os.makedirs(user_dir, exist_ok=True)
+            filename = f"{datetime.now().strftime('%Y-%m-%d_%H-%M-%S')}.jpg"
+            filepath = os.path.join(user_dir, filename)
+            
+            cv2.imwrite(filepath, crop, [int(cv2.IMWRITE_JPEG_QUALITY), 100])
+            screenshot_path = filepath
+            b64_img = get_base64_image(filepath)
+            
+            write_log(name, filepath)
+            threading.Thread(target=cleanup_old_files).start()
+        
+        if name != "Unknown":
+            if not b64_img:
+                emp_photo_path = os.path.join(DATASET_DIR, f"{name}.jpg")
+                b64_img = get_base64_image(emp_photo_path)
+            socketio.emit('new_event', {'type': 'known', 'name': name, 'photo': b64_img, 'time': datetime.now().strftime("%H:%M:%S")})
+        else:
+            if b64_img:
+                socketio.emit('new_event', {'type': 'unknown', 'name': 'НЕИЗВЕСТНЫЙ', 'photo': b64_img, 'path': screenshot_path, 'time': datetime.now().strftime("%H:%M:%S")})
+
+        last_sent_identity = name
+        is_person_visible = True
+
+    color = (0, 255, 0) if name != "Unknown" else (0, 0, 255)
+    cv2.rectangle(frame, (full_left, full_top), (full_right, full_bottom), color, 2)
+    cv2.putText(frame, name, (full_left + 6, full_bottom - 6), cv2.FONT_HERSHEY_DUPLEX, 1.0, (255, 255, 255), 1)
+    return frame
+
+def camera_thread(camera_url):
+    print(f"🔌 Connecting to: {camera_url}")
+    video_capture = cv2.VideoCapture(camera_url)
+    video_capture.set(cv2.CAP_PROP_BUFFERSIZE, 1)
+    
+    while not camera_stop_event.is_set():
+        success, frame = video_capture.read()
+        if not success:
+            time.sleep(1)
+            video_capture.release()
+            video_capture = cv2.VideoCapture(camera_url)
+            continue
+        if frame_queue.full():
+            try: frame_queue.get_nowait()
+            except: pass
+        frame_queue.put(frame)
+        time.sleep(0.01)
+    video_capture.release()
+
+def start_camera():
+    global camera_thread_instance, camera_stop_event
+    if camera_thread_instance and camera_thread_instance.is_alive():
+        camera_stop_event.set()
+        camera_thread_instance.join(timeout=5)
+    
+    camera_stop_event.clear()
+    
+    ip = config.get("camera_ip", "")
+    stream = config.get("camera_stream", 1)
+    
+    if ip:
+        # ИСПРАВЛЕНО: pass заменено на password
+        url = URL_TEMPLATE.format(user=CAMERA_USER, password=CAMERA_PASS, ip=ip, stream=stream)
+        camera_thread_instance = threading.Thread(target=camera_thread, args=(url,), daemon=True)
+        camera_thread_instance.start()
+        print(f"📷 Camera started for IP: {ip} (Stream: {stream})")
+    else:
+        print("⚠️ Camera IP not configured")
+
+start_camera()
+
+# === API ENDPOINTS ===
+
+@app.route('/api/config', methods=['GET', 'POST'])
+def api_config():
+    global config, PROCESS_INTERVAL, RETENTION_DAYS
+    if request.method == 'POST':
+        data = request.json
+        
+        if 'camera_ip' in data: config['camera_ip'] = data['camera_ip']
+        if 'camera_stream' in data: config['camera_stream'] = int(data['camera_stream'])
+        
+        config['retention_days'] = int(data.get('retention_days', 7))
+        config['process_interval'] = float(data.get('process_interval', 0.2))
+        
+        with open(CONFIG_FILE, 'w') as f:
+            json.dump(config, f, indent=4)
+            
+        PROCESS_INTERVAL = config['process_interval']
+        RETENTION_DAYS = config['retention_days']
+        
+        # Перезапускаем камеру при изменении IP или потока
+        if any(k in data for k in ['camera_ip', 'camera_stream']):
+            start_camera()
+            
+        return jsonify({"status": "ok"})
+    
+    return jsonify(config)
+
+@app.route('/api/log')
+def api_log():
+    entries = []
+    if os.path.exists(LOG_FILE):
+        with open(LOG_FILE, 'r', encoding='utf-8') as f:
+            reader = csv.reader(f, delimiter=';')
+            next(reader, None)
+            for row in reader:
+                if len(row) >= 4:
+                    safe_path = row[3].replace("\\", "/")
+                    entries.append({
+                        'date': row[0], 'time': row[1],
+                        'name': row[2], 'path': safe_path
+                    })
+    entries.reverse()
+    return jsonify(entries)
+
+@app.route('/api/upload', methods=['POST'])
+def api_upload():
+    name = request.form.get('name', '').strip()
+    photo = request.files.get('photo')
+    if not name or not photo:
+        return jsonify({"error": "Name and photo required"}), 400
+    filename = f"{name.replace(' ', '_')}.jpg"
+    path = os.path.join(DATASET_DIR, filename)
+    photo.save(path)
+    load_faces()
+    return jsonify({"status": "ok", "name": name})
+
+@app.route('/api/image/<path:filename>')
+def serve_image(filename):
+    safe_dir = os.path.abspath(SAVE_DIR)
+    requested_path = os.path.abspath(os.path.join(SAVE_DIR, filename))
+    
+    if requested_path.startswith(safe_dir) and os.path.exists(requested_path):
+        return send_from_directory(SAVE_DIR, filename)
+    return abort(404)
+
+@app.route('/video_feed')
+def video_feed():
+    def generate():
+        global last_processed_time
+        while True:
+            try:
+                frame = frame_queue.get(timeout=5)
+                if time.time() - last_processed_time >= PROCESS_INTERVAL:
+                    frame = process_frame(frame)
+                    last_processed_time = time.time()
+                ret, buffer = cv2.imencode('.jpg', frame)
+                yield (b'--frame\r\nContent-Type: image/jpeg\r\n\r\n' + buffer.tobytes() + b'\r\n')
+            except: continue
+    return Response(generate(), mimetype='multipart/x-mixed-replace; boundary=frame')
+
+@app.route('/')
+def index():
+    return render_template_string('''
+<!DOCTYPE html>
+<html lang="ru">
+<head>
+    <meta charset="UTF-8">
+    <title>Face Recognition System</title>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/socket.io/4.0.1/socket.io.js"></script>
+    <style>
+        * { box-sizing: border-box; margin: 0; padding: 0; }
+        body { font-family: 'Segoe UI', sans-serif; background: #121212; color: white; height: 100vh; overflow: hidden; display: flex; flex-direction: column; }
+        
+        .nav { display: flex; background: #1e1e1e; border-bottom: 1px solid #333; padding: 0 20px; }
+        .nav-btn { padding: 15px 25px; cursor: pointer; color: #888; font-weight: 600; border-bottom: 3px solid transparent; transition: 0.3s; }
+        .nav-btn:hover { color: white; }
+        .nav-btn.active { color: #4CAF50; border-bottom-color: #4CAF50; }
+        
+        .tab-content { display: none; flex: 1; overflow: hidden; }
+        .tab-content.active { display: flex; }
+        
+        .dashboard { display: flex; height: 100%; }
+        .sidebar { width: 300px; background: #1e1e1e; padding: 15px; overflow-y: auto; border-right: 1px solid #333; display: flex; flex-direction: column; }
+        .sidebar.right { border-right: none; border-left: 1px solid #333; }
+        .main { flex: 1; padding: 20px; display: flex; align-items: center; justify-content: center; background: #000; position: relative; }
+        
+        .card { background: #2c2c2c; padding: 12px; margin-bottom: 12px; border-radius: 10px; display: flex; align-items: center; cursor: pointer; transition: transform 0.2s; border-left: 4px solid #4CAF50; position: relative; }
+        .card:hover { transform: translateX(5px); background: #333; }
+        .card.alarm { border-left: 4px solid #ff4444; background: #3a2222; animation: pulse 1.5s infinite; }
+        .card img { width: 50px; height: 50px; border-radius: 50%; object-fit: cover; margin-right: 15px; border: 2px solid #fff; }
+        .card.alarm img { border-color: #ff4444; }
+        
+        .delete-btn { position: absolute; top: 5px; right: 5px; width: 20px; height: 20px; background: rgba(0,0,0,0.5); color: #aaa; border-radius: 50%; text-align: center; line-height: 20px; font-size: 12px; cursor: pointer; display: none; z-index: 2; }
+        .card:hover .delete-btn { display: block; }
+        .delete-btn:hover { background: #ff4444; color: white; }
+
+        @keyframes pulse { 0% { box-shadow: 0 0 0 0 rgba(255,68,68,0.4); } 70% { box-shadow: 0 0 0 10px rgba(255,68,68,0); } 100% { box-shadow: 0 0 0 0 rgba(255,68,68,0); } }
+        
+        .col-header { text-align: center; font-size: 14px; font-weight: bold; padding: 10px 0; border-bottom: 1px solid #333; margin-bottom: 10px; position: sticky; top: 0; background: #1e1e1e; z-index: 10; }
+        .col-known .col-header { color: #4CAF50; }
+        .col-unknown .col-header { color: #ff4444; }
+        
+        .header-bar { position: absolute; top: 20px; left: 20px; background: rgba(0,0,0,0.7); padding: 10px 20px; border-radius: 20px; display: flex; align-items: center; gap: 10px; backdrop-filter: blur(5px); z-index: 5; }
+        .dot { width: 12px; height: 12px; border-radius: 50%; background: #4CAF50; box-shadow: 0 0 8px #4CAF50; transition: 0.3s; }
+        .btn-sound { background: #333; border: 1px solid #555; color: #aaa; padding: 6px 12px; border-radius: 15px; cursor: pointer; font-size: 11px; margin-left: 10px; }
+        
+        .name { font-weight: 600; font-size: 14px; }
+        .time { font-size: 11px; color: #777; margin-top: 2px; }
+        
+        .log-container { flex: 1; padding: 30px; overflow-y: auto; }
+        .log-table { width: 100%; border-collapse: collapse; }
+        .log-table th, .log-table td { padding: 12px 15px; text-align: left; border-bottom: 1px solid #333; }
+        .log-table th { background: #1e1e1e; color: #888; font-size: 12px; text-transform: uppercase; letter-spacing: 1px; position: sticky; top: 0; }
+        .log-table tr:hover { background: #1e1e1e; }
+        .log-table .thumb { width: 50px; height: 50px; border-radius: 8px; object-fit: cover; cursor: pointer; border: 1px solid #444; }
+        .log-badge { padding: 3px 10px; border-radius: 10px; font-size: 11px; font-weight: bold; }
+        .log-badge.known { background: rgba(76,175,80,0.2); color: #4CAF50; }
+        .log-badge.unknown { background: rgba(255,68,68,0.2); color: #ff4444; }
+        
+        .settings-container { flex: 1; padding: 40px; max-width: 700px; margin: 0 auto; overflow-y: auto; }
+        .form-group { margin-bottom: 20px; }
+        .form-group label { display: block; color: #888; font-size: 12px; text-transform: uppercase; margin-bottom: 8px; letter-spacing: 1px; }
+        .form-group input, .form-group select { width: 100%; padding: 12px 15px; background: #2c2c2c; border: 1px solid #444; border-radius: 8px; color: white; font-size: 14px; outline: none; transition: 0.3s; }
+        .form-group input:focus, .form-group select:focus { border-color: #4CAF50; }
+        .btn { padding: 12px 30px; background: #4CAF50; color: white; border: none; border-radius: 8px; cursor: pointer; font-size: 14px; font-weight: 600; transition: 0.3s; }
+        .btn:hover { background: #43a047; }
+        .btn-upload { background: #2196F3; margin-bottom: 20px; }
+        .msg { margin-top: 10px; padding: 10px; border-radius: 8px; display: none; }
+        .msg.ok { display: block; background: rgba(76,175,80,0.2); color: #4CAF50; }
+        .msg.err { display: block; background: rgba(255,68,68,0.2); color: #ff4444; }
+        
+        .modal { display: none; position: fixed; z-index: 1000; left: 0; top: 0; width: 100%; height: 100%; background: rgba(0,0,0,0.9); justify-content: center; align-items: center; }
+        .modal-content { max-width: 90%; max-height: 90%; border-radius: 8px; }
+        .close { position: absolute; top: 20px; right: 30px; color: #f1f1f1; font-size: 40px; font-weight: bold; cursor: pointer; }
+    </style>
+</head>
+<body>
+    <div class="nav">
+        <div class="nav-btn active" onclick="switchTab('dashboard')">📹 Монитор</div>
+        <div class="nav-btn" onclick="switchTab('log')">📋 Журнал</div>
+        <div class="nav-btn" onclick="switchTab('settings')">⚙️ Настройки</div>
+    </div>
+
+    <div id="tab-dashboard" class="tab-content active dashboard">
+        <div class="sidebar col-known">
+            <div class="col-header">✅ СОТРУДНИКИ</div>
+            <div id="known-list"></div>
+        </div>
+        <div class="main">
+            <div class="header-bar">
+                <div id="statusDot" class="dot"></div>
+                <span id="statusText">LIVE</span>
+                <button class="btn-sound" onclick="enableAudio()">🔊 Звук</button>
+            </div>
+            <img src="/video_feed" style="width:100%;height:100%;object-fit:contain;border-radius:8px;">
+        </div>
+        <div class="sidebar right col-unknown">
+            <div class="col-header">⚠️ НЕИЗВЕСТНЫЕ</div>
+            <div id="unknown-list"></div>
+        </div>
+    </div>
+
+    <div id="tab-log" class="tab-content">
+        <div class="log-container">
+            <h2 style="margin-bottom:20px;color:#888;text-transform:uppercase;letter-spacing:1px;">Журнал посещений</h2>
+            <table class="log-table">
+                <thead><tr><th>Дата</th><th>Время</th><th>Имя</th><th>Статус</th><th>Фото</th></tr></thead>
+                <tbody id="log-body"></tbody>
+            </table>
+        </div>
+    </div>
+
+    <div id="tab-settings" class="tab-content">
+        <div class="settings-container">
+            <h2 style="margin-bottom:30px;color:#888;text-transform:uppercase;letter-spacing:1px;">Настройки системы</h2>
+            
+            <div style="background:#1e1e1e;padding:25px;border-radius:12px;margin-bottom:30px;">
+                <h3 style="margin-bottom:15px;font-size:16px;">➕ Добавить сотрудника</h3>
+                <form id="uploadForm" enctype="multipart/form-data">
+                    <div class="form-group"><label>Имя / Фамилия</label><input type="text" name="name" required placeholder="Иванов Иван"></div>
+                    <div class="form-group"><label>Фото лица</label><input type="file" name="photo" accept="image/*" required></div>
+                    <button type="submit" class="btn btn-upload">Загрузить</button>
+                </form>
+                <div id="uploadMsg" class="msg"></div>
+            </div>
+
+            <div style="background:#1e1e1e;padding:25px;border-radius:12px;">
+                <h3 style="margin-bottom:15px;font-size:16px;">📷 Подключение камеры</h3>
+                <div class="form-group"><label>IP-адрес камеры</label><input type="text" id="cfg-ip" placeholder="192.168.1.100"></div>
+                <div class="form-group">
+                    <label>Номер потока (качество)</label>
+                    <select id="cfg-stream">
+                        <option value="1">Поток 1 (Низкое качество / Быстро)</option>
+                        <option value="2">Поток 2 (Среднее качество)</option>
+                        <option value="0">Поток 0 (Высокое качество / HD)</option>
+                    </select>
+                </div>
+                
+                <h3 style="margin:25px 0 15px;font-size:16px;">⚙️ Система</h3>
+                <div class="form-group"><label>Хранить данные (дней)</label><input type="number" id="cfg-retention" min="1" max="365"></div>
+                <div class="form-group"><label>Интервал обработки (сек)</label><input type="number" id="cfg-interval" step="0.1" min="0.1" max="2"></div>
+                
+                <button class="btn" onclick="saveConfig()">💾 Сохранить и применить</button>
+                <div id="configMsg" class="msg"></div>
+            </div>
+        </div>
+    </div>
+
+    <div id="imageModal" class="modal" onclick="closeModal()">
+        <span class="close">&times;</span>
+        <img class="modal-content" id="modalImg">
+    </div>
+
+    <script>
+        const socket = io();
+        let audioEnabled = false;
+        const alarmSound = new Audio('https://actions.google.com/sounds/v1/alarms/beep_short.ogg');
+
+        function switchTab(tab) {
+            document.querySelectorAll('.tab-content').forEach(t => t.classList.remove('active'));
+            document.querySelectorAll('.nav-btn').forEach(b => b.classList.remove('active'));
+            document.getElementById('tab-' + tab).classList.add('active');
+            event.target.classList.add('active');
+            if (tab === 'log') loadLog();
+            if (tab === 'settings') loadConfig();
+        }
+
+        function openModal(src) {
+            document.getElementById('imageModal').style.display = 'flex';
+            document.getElementById('modalImg').src = src;
+        }
+        function closeModal() { document.getElementById('imageModal').style.display = 'none'; }
+
+        function enableAudio() {
+            audioEnabled = true;
+            alarmSound.play().then(() => alarmSound.pause()).catch(()=>{});
+            document.querySelector('.btn-sound').innerText = "🔊 Вкл";
+            document.querySelector('.btn-sound').style.color = "#4CAF50";
+        }
+
+        function removeCard(btn) {
+            const card = btn.closest('.card');
+            card.style.opacity = '0';
+            setTimeout(() => card.remove(), 300);
+        }
+
+        socket.on('new_event', (data) => {
+            const div = document.createElement('div');
+            div.className = data.type === 'unknown' ? 'card alarm' : 'card';
+            
+            let deleteBtn = '';
+            if (data.type === 'unknown') {
+                deleteBtn = `<div class="delete-btn" onclick="event.stopPropagation(); removeCard(this)">✕</div>`;
+            }
+
+            div.onclick = () => openModal(`data:image/jpeg;base64,${data.photo}`);
+            div.innerHTML = `${deleteBtn}<img src="data:image/jpeg;base64,${data.photo}"><div><div class="name">${data.name}</div><div class="time">${data.time}</div></div>`;
+            
+            const list = data.type === 'unknown' ? document.getElementById('unknown-list') : document.getElementById('known-list');
+            list.prepend(div);
+            if (list.children.length > 20) list.lastChild.remove();
+            
+            const dot = document.getElementById('statusDot');
+            const st = document.getElementById('statusText');
+            if (data.type === 'unknown') {
+                dot.style.background = '#ff4444'; dot.style.boxShadow = '0 0 10px #ff4444';
+                st.innerText = "ТРЕВОГА"; st.style.color = "#ff4444";
+                if (audioEnabled) alarmSound.play();
+            } else {
+                dot.style.background = '#4CAF50'; dot.style.boxShadow = '0 0 8px #4CAF50';
+                st.innerText = "LIVE"; st.style.color = "white";
+            }
+        });
+
+        document.getElementById('uploadForm').addEventListener('submit', async (e) => {
+            e.preventDefault();
+            const fd = new FormData(e.target);
+            const msg = document.getElementById('uploadMsg');
+            try {
+                const res = await fetch('/api/upload', { method: 'POST', body: fd });
+                const data = await res.json();
+                if (res.ok) { msg.className = 'msg ok'; msg.textContent = `✅ ${data.name} добавлен!`; e.target.reset(); }
+                else { msg.className = 'msg err'; msg.textContent = `❌ ${data.error}`; }
+            } catch(err) { msg.className = 'msg err'; msg.textContent = '❌ Ошибка сети'; }
+        });
+
+        async function loadConfig() {
+            const res = await fetch('/api/config');
+            const cfg = await res.json();
+            
+            document.getElementById('cfg-ip').value = cfg.camera_ip || '';
+            document.getElementById('cfg-stream').value = cfg.camera_stream || 1;
+            document.getElementById('cfg-retention').value = cfg.retention_days || 7;
+            document.getElementById('cfg-interval').value = cfg.process_interval || 0.2;
+        }
+
+        async function saveConfig() {
+            const msg = document.getElementById('configMsg');
+            const body = {
+                camera_ip: document.getElementById('cfg-ip').value,
+                camera_stream: document.getElementById('cfg-stream').value,
+                retention_days: parseInt(document.getElementById('cfg-retention').value),
+                process_interval: parseFloat(document.getElementById('cfg-interval').value)
+            };
+            try {
+                const res = await fetch('/api/config', { method: 'POST', headers: {'Content-Type':'application/json'}, body: JSON.stringify(body) });
+                if (res.ok) { 
+                    msg.className = 'msg ok'; 
+                    msg.textContent = '✅ Настройки сохранены! Камера переподключается...'; 
+                }
+                else { msg.className = 'msg err'; msg.textContent = '❌ Ошибка сохранения'; }
+            } catch(err) { msg.className = 'msg err'; msg.textContent = '❌ Ошибка сети'; }
+        }
+
+        async function loadLog() {
+            const res = await fetch('/api/log');
+            const entries = await res.json();
+            const tbody = document.getElementById('log-body');
+            tbody.innerHTML = '';
+            entries.forEach(e => {
+                const isKnown = !e.name.includes('НЕИЗВЕСТНЫЙ') && !e.name.includes('Unknown');
+                const badge = isKnown 
+                    ? '<span class="log-badge known">Сотрудник</span>' 
+                    : '<span class="log-badge unknown">Неизвестный</span>';
+                
+                const imgUrl = `/api/image/${e.path}`;
+                
+                const tr = document.createElement('tr');
+                tr.innerHTML = `
+                    <td>${e.date}</td>
+                    <td>${e.time}</td>
+                    <td style="font-weight:600">${e.name}</td>
+                    <td>${badge}</td>
+                    <td><img class="thumb" src="${imgUrl}" onerror="this.style.display='none'" onclick="openModal('${imgUrl}')" title="Нажмите для увеличения"></td>
+                `;
+                tbody.appendChild(tr);
+            });
+        }
+    </script>
+</body>
+</html>
+    ''')
+
+if __name__ == '__main__':
+    socketio.run(app, host='0.0.0.0', port=5000, debug=False)
@@ -4,6 +4,11 @@
    <Project Path="Strela/Strela.csproj" />
    <Project Path="Visor/Visor/Visor.csproj" Id="6216dfd5-6fb1-4085-a72a-0afec7ee86c2" />
  </Folder>
+  <Folder Name="/LC/FaceRecognition/">
+    <File Path="app.py" />
+  </Folder>
+  <Folder Name="/LC/FaceRecognition/dataset/" />
+  <Folder Name="/LC/FaceRecognition/face-docker/" />
  <Folder Name="/Zabbix/">
    <Project Path="GenerateYAMLforZabbix/GenerateYAMLforZabbix.csproj" Id="b1c151d7-8be1-45e7-92f3-8420eb873b16" />
    <Project Path="getSwitch/getSwitch.csproj" Id="9e9bbe58-b5f9-4865-8565-2be53226e9cd" />