Merge remote-tracking branch 'parent/experimental' into experimental

README.md

@@ -158,6 +158,8 @@ options:
   --many-faces                                             process every face
   --video-encoder {libx264,libx265,libvpx-vp9}             adjust output video encoder
   --video-quality [0-51]                                   adjust output video quality
+  --live-mirror                                            the live camera display as you see it in the front-facing camera frame
+  --live-resizable                                         the live camera frame is resizable
   --max-memory MAX_MEMORY                                  maximum amount of RAM in GB
   --execution-provider {cpu} [{cpu} ...]                   available execution provider (choices: cpu, ...)
   --execution-threads EXECUTION_THREADS                    number of execution threads

modules/core.py

@@ -1,16 +1,17 @@
 import os
 import sys
-# single thread doubles cuda performance - needs to be set before torch import
-if any(arg.startswith('--execution-provider') for arg in sys.argv):
-    os.environ['OMP_NUM_THREADS'] = '1'
-# reduce tensorflow log level
-os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
 import warnings
-from typing import List
 import platform
 import signal
 import shutil
 import argparse
+from typing import List
+
+# Set environment variables for CUDA performance and TensorFlow logging
+if any(arg.startswith('--execution-provider') for arg in sys.argv):
+    os.environ['OMP_NUM_THREADS'] = '1'
+os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
+
 import torch
 import onnxruntime
 import tensorflow
@@ -19,34 +20,60 @@ import modules.globals
 import modules.metadata
 import modules.ui as ui
 from modules.processors.frame.core import get_frame_processors_modules
-from modules.utilities import has_image_extension, is_image, is_video, detect_fps, create_video, extract_frames, get_temp_frame_paths, restore_audio, create_temp, move_temp, clean_temp, normalize_output_path
+from modules.utilities import (
-
+    has_image_extension,
-if 'ROCMExecutionProvider' in modules.globals.execution_providers:
+    is_image,
-    del torch
+    is_video,
+    detect_fps,
+    create_video,
+    extract_frames,
+    get_temp_frame_paths,
+    restore_audio,
+    create_temp,
+    move_temp,
+    clean_temp,
+    normalize_output_path
+)
 
+# Filter warnings
 warnings.filterwarnings('ignore', category=FutureWarning, module='insightface')
 warnings.filterwarnings('ignore', category=UserWarning, module='torchvision')
 
+# Cross-platform resource management
+if platform.system() == 'Darwin' and 'ROCMExecutionProvider' in modules.globals.execution_providers:
+    del torch
+
 
 def parse_args() -> None:
     signal.signal(signal.SIGINT, lambda signal_number, frame: destroy())
     program = argparse.ArgumentParser()
-    program.add_argument('-s', '--source', help='select an source image', dest='source_path')
+    program.add_argument('-s', '--source', help='Select a source image', dest='source_path')
-    program.add_argument('-t', '--target', help='select an target image or video', dest='target_path')
+    program.add_argument('-t', '--target', help='Select a target image or video', dest='target_path')
-    program.add_argument('-o', '--output', help='select output file or directory', dest='output_path')
+    program.add_argument('-o', '--output', help='Select output file or directory', dest='output_path')
-    program.add_argument('--frame-processor', help='pipeline of frame processors', dest='frame_processor', default=['face_swapper'], choices=['face_swapper', 'face_enhancer'], nargs='+')
+    program.add_argument('--frame-processor', help='Pipeline of frame processors', dest='frame_processor',
-    program.add_argument('--keep-fps', help='keep original fps', dest='keep_fps', action='store_true', default=False)
+                         default=['face_swapper'], choices=['face_swapper', 'face_enhancer'], nargs='+')
-    program.add_argument('--keep-audio', help='keep original audio', dest='keep_audio', action='store_true', default=True)
+    program.add_argument('--keep-fps', help='Keep original fps', dest='keep_fps', action='store_true', default=False)
-    program.add_argument('--keep-frames', help='keep temporary frames', dest='keep_frames', action='store_true', default=False)
+    program.add_argument('--keep-audio', help='Keep original audio', dest='keep_audio', action='store_true', default=True)
-    program.add_argument('--many-faces', help='process every face', dest='many_faces', action='store_true', default=False)
+    program.add_argument('--keep-frames', help='Keep temporary frames', dest='keep_frames', action='store_true', default=False)
-    program.add_argument('--video-encoder', help='adjust output video encoder', dest='video_encoder', default='libx264', choices=['libx264', 'libx265', 'libvpx-vp9'])
+    program.add_argument('--many-faces', help='Process every face', dest='many_faces', action='store_true', default=False)
-    program.add_argument('--video-quality', help='adjust output video quality', dest='video_quality', type=int, default=18, choices=range(52), metavar='[0-51]')
+    program.add_argument('--video-encoder', help='Adjust output video encoder', dest='video_encoder', default='libx264',
-    program.add_argument('--max-memory', help='maximum amount of RAM in GB', dest='max_memory', type=int, default=suggest_max_memory())
+                         choices=['libx264', 'libx265', 'libvpx-vp9'])
-    program.add_argument('--execution-provider', help='execution provider', dest='execution_provider', default=['cpu'], choices=suggest_execution_providers(), nargs='+')
+    program.add_argument('--video-quality', help='Adjust output video quality', dest='video_quality', type=int, default=18,
-    program.add_argument('--execution-threads', help='number of execution threads', dest='execution_threads', type=int, default=suggest_execution_threads())
+                         choices=range(52), metavar='[0-51]')
-    program.add_argument('-v', '--version', action='version', version=f'{modules.metadata.name} {modules.metadata.version}')
+    program.add_argument('--live-mirror', help='The live camera display as you see it in the front-facing camera frame',
+                         dest='live_mirror', action='store_true', default=False)
+    program.add_argument('--live-resizable', help='The live camera frame is resizable',
+                         dest='live_resizable', action='store_true', default=False)
+    program.add_argument('--max-memory', help='Maximum amount of RAM in GB', dest='max_memory', type=int,
+                         default=suggest_max_memory())
+    program.add_argument('--execution-provider', help='Execution provider', dest='execution_provider', default=['cpu'],
+                         choices=suggest_execution_providers(), nargs='+')
+    program.add_argument('--execution-threads', help='Number of execution threads', dest='execution_threads', type=int,
+                         default=suggest_execution_threads())
+    program.add_argument('-v', '--version', action='version',
+                         version=f'{modules.metadata.name} {modules.metadata.version}')
 
-    # register deprecated args
+    # Register deprecated args
     program.add_argument('-f', '--face', help=argparse.SUPPRESS, dest='source_path_deprecated')
     program.add_argument('--cpu-cores', help=argparse.SUPPRESS, dest='cpu_cores_deprecated', type=int)
     program.add_argument('--gpu-vendor', help=argparse.SUPPRESS, dest='gpu_vendor_deprecated')
@@ -56,7 +83,8 @@ def parse_args() -> None:
 
     modules.globals.source_path = args.source_path
     modules.globals.target_path = args.target_path
-    modules.globals.output_path = normalize_output_path(modules.globals.source_path, modules.globals.target_path, args.output_path)
+    modules.globals.output_path = normalize_output_path(modules.globals.source_path, modules.globals.target_path,
+                                                        args.output_path)
     modules.globals.frame_processors = args.frame_processor
     modules.globals.headless = args.source_path or args.target_path or args.output_path
     modules.globals.keep_fps = args.keep_fps
@@ -65,23 +93,28 @@ def parse_args() -> None:
     modules.globals.many_faces = args.many_faces
     modules.globals.video_encoder = args.video_encoder
     modules.globals.video_quality = args.video_quality
+    modules.globals.live_mirror = args.live_mirror
+    modules.globals.live_resizable = args.live_resizable
     modules.globals.max_memory = args.max_memory
     modules.globals.execution_providers = decode_execution_providers(args.execution_provider)
     modules.globals.execution_threads = args.execution_threads
 
-    #for ENHANCER tumbler:
+    # Handle face enhancer tumbler
-    if 'face_enhancer' in args.frame_processor:
+    modules.globals.fp_ui['face_enhancer'] = 'face_enhancer' in args.frame_processor
-        modules.globals.fp_ui['face_enhancer'] = True
-    else:
-        modules.globals.fp_ui['face_enhancer'] = False
 
     modules.globals.nsfw = False
 
-    # translate deprecated args
+    # Handle deprecated arguments
+    handle_deprecated_args(args)
+
+
+def handle_deprecated_args(args) -> None:
+    """Handle deprecated arguments by translating them to the new format."""
     if args.source_path_deprecated:
         print('\033[33mArgument -f and --face are deprecated. Use -s and --source instead.\033[0m')
         modules.globals.source_path = args.source_path_deprecated
-        modules.globals.output_path = normalize_output_path(args.source_path_deprecated, modules.globals.target_path, args.output_path)
+        modules.globals.output_path = normalize_output_path(args.source_path_deprecated, modules.globals.target_path,
+                                                            args.output_path)
     if args.cpu_cores_deprecated:
         print('\033[33mArgument --cpu-cores is deprecated. Use --execution-threads instead.\033[0m')
         modules.globals.execution_threads = args.cpu_cores_deprecated
@@ -92,7 +125,7 @@ def parse_args() -> None:
         print('\033[33mArgument --gpu-vendor nvidia is deprecated. Use --execution-provider cuda instead.\033[0m')
         modules.globals.execution_providers = decode_execution_providers(['cuda'])
     if args.gpu_vendor_deprecated == 'amd':
-        print('\033[33mArgument --gpu-vendor amd is deprecated. Use --execution-provider cuda instead.\033[0m')
+        print('\033[33mArgument --gpu-vendor amd is deprecated. Use --execution-provider rocm instead.\033[0m')
         modules.globals.execution_providers = decode_execution_providers(['rocm'])
     if args.gpu_threads_deprecated:
         print('\033[33mArgument --gpu-threads is deprecated. Use --execution-threads instead.\033[0m')
@@ -100,18 +133,22 @@ def parse_args() -> None:
 
 
 def encode_execution_providers(execution_providers: List[str]) -> List[str]:
-    return [execution_provider.replace('ExecutionProvider', '').lower() for execution_provider in execution_providers]
+    return [provider.replace('ExecutionProvider', '').lower() for provider in execution_providers]
 
 
 def decode_execution_providers(execution_providers: List[str]) -> List[str]:
-    return [provider for provider, encoded_execution_provider in zip(onnxruntime.get_available_providers(), encode_execution_providers(onnxruntime.get_available_providers()))
+    available_providers = onnxruntime.get_available_providers()
-            if any(execution_provider in encoded_execution_provider for execution_provider in execution_providers)]
+    encoded_providers = encode_execution_providers(available_providers)
+
+    selected_providers = [available_providers[encoded_providers.index(req)] for req in execution_providers
+                          if req in encoded_providers]
+
+    # Default to CPU if no suitable providers are found
+    return selected_providers if selected_providers else ['CPUExecutionProvider']
 
 
 def suggest_max_memory() -> int:
-    if platform.system().lower() == 'darwin':
+    return 4 if platform.system().lower() == 'darwin' else 16
-        return 4
-    return 16
 
 
 def suggest_execution_providers() -> List[str]:
@@ -119,34 +156,41 @@ def suggest_execution_providers() -> List[str]:
 
 
 def suggest_execution_threads() -> int:
-    if 'DmlExecutionProvider' in modules.globals.execution_providers:
+    if 'dml' in modules.globals.execution_providers:
         return 1
-    if 'ROCMExecutionProvider' in modules.globals.execution_providers:
+    if 'rocm' in modules.globals.execution_providers:
         return 1
     return 8
 
 
 def limit_resources() -> None:
-    # prevent tensorflow memory leak
+    # Prevent TensorFlow memory leak
     gpus = tensorflow.config.experimental.list_physical_devices('GPU')
     for gpu in gpus:
         tensorflow.config.experimental.set_memory_growth(gpu, True)
-    # limit memory usage
+
+    # Limit memory usage
     if modules.globals.max_memory:
         memory = modules.globals.max_memory * 1024 ** 3
         if platform.system().lower() == 'darwin':
-            memory = modules.globals.max_memory * 1024 ** 6
+            memory = modules.globals.max_memory * 1024 ** 3
-        if platform.system().lower() == 'windows':
+        elif platform.system().lower() == 'windows':
             import ctypes
             kernel32 = ctypes.windll.kernel32
             kernel32.SetProcessWorkingSetSize(-1, ctypes.c_size_t(memory), ctypes.c_size_t(memory))
         else:
             import resource
+            try:
+                soft, hard = resource.getrlimit(resource.RLIMIT_DATA)
+                if memory > hard:
+                    print(f"Warning: Requested memory limit {memory / (1024 ** 3)} GB exceeds system's hard limit. Setting to maximum allowed {hard / (1024 ** 3)} GB.")
+                    memory = hard
                 resource.setrlimit(resource.RLIMIT_DATA, (memory, memory))
-
+            except ValueError as e:
+                print(f"Warning: Could not set memory limit: {e}. Continuing with default limits.")
 
 def release_resources() -> None:
-    if 'CUDAExecutionProvider' in modules.globals.execution_providers:
+    if 'cuda' in modules.globals.execution_providers:
         torch.cuda.empty_cache()
 
 
@@ -157,49 +201,85 @@ def pre_check() -> bool:
     if not shutil.which('ffmpeg'):
         update_status('ffmpeg is not installed.')
         return False
+    if 'cuda' in modules.globals.execution_providers and not torch.cuda.is_available():
+        update_status('CUDA is not available. Please check your GPU or CUDA installation.')
+        return False
     return True
 
 
 def update_status(message: str, scope: str = 'DLC.CORE') -> None:
     print(f'[{scope}] {message}')
-    if not modules.globals.headless:
+    if not modules.globals.headless and ui.status_label:
         ui.update_status(message)
 
+
 def start() -> None:
     for frame_processor in get_frame_processors_modules(modules.globals.frame_processors):
         if not frame_processor.pre_start():
             return
-    # process image to image
+
+    # Process image to image
     if has_image_extension(modules.globals.target_path):
-        if modules.globals.nsfw == False:
+        process_image_to_image()
+        return
+
+    # Process image to video
+    process_image_to_video()
+
+
+def process_image_to_image() -> None:
+    if modules.globals.nsfw:
         from modules.predicter import predict_image
         if predict_image(modules.globals.target_path):
-                destroy()
+            destroy(to_quit=False)
+            update_status('Processing to image ignored!')
+            return
+
+    try:
         shutil.copy2(modules.globals.target_path, modules.globals.output_path)
+    except Exception as e:
+        print("Error copying file:", str(e))
+
     for frame_processor in get_frame_processors_modules(modules.globals.frame_processors):
-            update_status('Progressing...', frame_processor.NAME)
+        update_status('Processing...', frame_processor.NAME)
         frame_processor.process_image(modules.globals.source_path, modules.globals.output_path, modules.globals.output_path)
         release_resources()
+
     if is_image(modules.globals.target_path):
-            update_status('Processing to image succeed!')
+        update_status('Processing to image succeeded!')
     else:
         update_status('Processing to image failed!')
-        return
+
-    # process image to videos
+
-    if modules.globals.nsfw == False:
+def process_image_to_video() -> None:
+    if modules.globals.nsfw:
         from modules.predicter import predict_video
         if predict_video(modules.globals.target_path):
-            destroy()
+            destroy(to_quit=False)
-    update_status('Creating temp resources...')
+            update_status('Processing to video ignored!')
+            return
+
+    update_status('Creating temporary resources...')
     create_temp(modules.globals.target_path)
     update_status('Extracting frames...')
     extract_frames(modules.globals.target_path)
     temp_frame_paths = get_temp_frame_paths(modules.globals.target_path)
     for frame_processor in get_frame_processors_modules(modules.globals.frame_processors):
-        update_status('Progressing...', frame_processor.NAME)
+        update_status('Processing...', frame_processor.NAME)
         frame_processor.process_video(modules.globals.source_path, temp_frame_paths)
         release_resources()
-    # handles fps
+
+    handle_video_fps()
+    handle_video_audio()
+    clean_temp(modules.globals.target_path)
+
+    if is_video(modules.globals.target_path):
+        update_status('Processing to video succeeded!')
+    else:
+        update_status('Processing to video failed!')
+
+
+def handle_video_fps() -> None:
     if modules.globals.keep_fps:
         update_status('Detecting fps...')
         fps = detect_fps(modules.globals.target_path)
@@ -208,7 +288,9 @@ def start() -> None:
     else:
         update_status('Creating video with 30.0 fps...')
         create_video(modules.globals.target_path)
-    # handle audio
+
+
+def handle_video_audio() -> None:
     if modules.globals.keep_audio:
         if modules.globals.keep_fps:
             update_status('Restoring audio...')
@@ -217,21 +299,16 @@ def start() -> None:
         restore_audio(modules.globals.target_path, modules.globals.output_path)
     else:
         move_temp(modules.globals.target_path, modules.globals.output_path)
-    # clean and validate
-    clean_temp(modules.globals.target_path)
-    if is_video(modules.globals.target_path):
-        update_status('Processing to video succeed!')
-    else:
-        update_status('Processing to video failed!')
 
 
-def destroy() -> None:
+def destroy(to_quit=True) -> None:
     if modules.globals.target_path:
         clean_temp(modules.globals.target_path)
-    quit()
+    if to_quit: quit()
 
 
 def run() -> None:
+    try:
         parse_args()
         if not pre_check():
             return
@@ -244,3 +321,7 @@ def run() -> None:
         else:
             window = ui.init(start, destroy)
             window.mainloop()
+    except Exception as e:
+        print(f"UI initialization failed: {str(e)}")
+        update_status(f"UI initialization failed: {str(e)}")
+        destroy()  # Ensure any resources are cleaned up on failure

modules/globals.py

@@ -19,6 +19,8 @@ keep_frames = None
 many_faces = None
 video_encoder = None
 video_quality = None
+live_mirror = None
+live_resizable = None
 max_memory = None
 execution_providers: List[str] = []
 execution_threads = None

modules/ui.py

@@ -1,9 +1,19 @@
 import os
+import platform
 import webbrowser
 import customtkinter as ctk
-from typing import Callable, Tuple
+from typing import Callable, Tuple, List, Any
+from types import ModuleType
 import cv2
 from PIL import Image, ImageOps
+from pygrabber.dshow_graph import FilterGraph
+import pyvirtualcam
+
+# Import OS-specific modules only when necessary
+if platform.system() == 'Darwin':  # macOS
+    import objc
+    from Foundation import NSObject
+    import AVFoundation
 
 import modules.globals
 import modules.metadata
@@ -13,12 +23,14 @@ from modules.processors.frame.core import get_frame_processors_modules
 from modules.utilities import is_image, is_video, resolve_relative_path
 
 ROOT = None
-ROOT_HEIGHT = 700
+ROOT_HEIGHT = 800
 ROOT_WIDTH = 600
 
 PREVIEW = None
 PREVIEW_MAX_HEIGHT = 700
 PREVIEW_MAX_WIDTH  = 1200
+PREVIEW_DEFAULT_WIDTH  = 960
+PREVIEW_DEFAULT_HEIGHT = 540
 
 RECENT_DIRECTORY_SOURCE = None
 RECENT_DIRECTORY_TARGET = None
@@ -32,10 +44,49 @@ status_label = None
 
 img_ft, vid_ft = modules.globals.file_types
 
+camera = None
+
+def check_camera_permissions():
+    """Check and request camera access permission on macOS."""
+    if platform.system() == 'Darwin':  # macOS-specific
+        auth_status = AVFoundation.AVCaptureDevice.authorizationStatusForMediaType_(AVFoundation.AVMediaTypeVideo)
+
+        if auth_status == AVFoundation.AVAuthorizationStatusNotDetermined:
+            # Request access to the camera
+            def completion_handler(granted):
+                if granted:
+                    print("Access granted to the camera.")
+                else:
+                    print("Access denied to the camera.")
+            
+            AVFoundation.AVCaptureDevice.requestAccessForMediaType_completionHandler_(AVFoundation.AVMediaTypeVideo, completion_handler)
+        elif auth_status == AVFoundation.AVAuthorizationStatusAuthorized:
+            print("Camera access already authorized.")
+        elif auth_status == AVFoundation.AVAuthorizationStatusDenied:
+            print("Camera access denied. Please enable it in System Preferences.")
+        elif auth_status == AVFoundation.AVAuthorizationStatusRestricted:
+            print("Camera access restricted. The app is not allowed to use the camera.")
+
+
+def select_camera(camera_name: str):
+    """Select the appropriate camera based on its name (cross-platform)."""
+    if platform.system() == 'Darwin':  # macOS-specific
+        devices = AVFoundation.AVCaptureDevice.devicesWithMediaType_(AVFoundation.AVMediaTypeVideo)
+        for device in devices:
+            if device.localizedName() == camera_name:
+                return device
+    elif platform.system() == 'Windows' or platform.system() == 'Linux':
+        # On Windows/Linux, simply return the camera name as OpenCV can handle it by index
+        return camera_name
+    return None
+
 
 def init(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.CTk:
     global ROOT, PREVIEW
 
+    if platform.system() == 'Darwin':  # macOS-specific
+        check_camera_permissions()  # Check camera permissions before initializing the UI
+    
     ROOT = create_root(start, destroy)
     PREVIEW = create_preview(ROOT)
 
@@ -49,86 +100,99 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
     ctk.set_appearance_mode('system')
     ctk.set_default_color_theme(resolve_relative_path('ui.json'))
 
+    print("Creating root window...")
+    
     root = ctk.CTk()
     root.minsize(ROOT_WIDTH, ROOT_HEIGHT)
     root.title(f'{modules.metadata.name} {modules.metadata.version} {modules.metadata.edition}')
-    root.configure()
     root.protocol('WM_DELETE_WINDOW', lambda: destroy())
 
     source_label = ctk.CTkLabel(root, text=None)
-    source_label.place(relx=0.1, rely=0.1, relwidth=0.3, relheight=0.25)
+    source_label.place(relx=0.1, rely=0.0875, relwidth=0.3, relheight=0.25)
 
     target_label = ctk.CTkLabel(root, text=None)
-    target_label.place(relx=0.6, rely=0.1, relwidth=0.3, relheight=0.25)
+    target_label.place(relx=0.6, rely=0.0875, relwidth=0.3, relheight=0.25)
 
-    select_face_button = ctk.CTkButton(root, text='Select a face', cursor='hand2', command=lambda: select_source_path())
+    source_button = ctk.CTkButton(root, text='Select a face', cursor='hand2', command=select_source_path)
-    select_face_button.place(relx=0.1, rely=0.4, relwidth=0.3, relheight=0.1)
+    source_button.place(relx=0.1, rely=0.35, relwidth=0.3, relheight=0.1)
 
-    select_target_button = ctk.CTkButton(root, text='Select a target', cursor='hand2', command=lambda: select_target_path())
+    target_button = ctk.CTkButton(root, text='Select a target', cursor='hand2', command=select_target_path)
-    select_target_button.place(relx=0.6, rely=0.4, relwidth=0.3, relheight=0.1)
+    target_button.place(relx=0.6, rely=0.35, relwidth=0.3, relheight=0.1)
 
     keep_fps_value = ctk.BooleanVar(value=modules.globals.keep_fps)
     keep_fps_checkbox = ctk.CTkSwitch(root, text='Keep fps', variable=keep_fps_value, cursor='hand2', command=lambda: setattr(modules.globals, 'keep_fps', not modules.globals.keep_fps))
-    keep_fps_checkbox.place(relx=0.1, rely=0.6)
+    keep_fps_checkbox.place(relx=0.1, rely=0.525)
 
     keep_frames_value = ctk.BooleanVar(value=modules.globals.keep_frames)
     keep_frames_switch = ctk.CTkSwitch(root, text='Keep frames', variable=keep_frames_value, cursor='hand2', command=lambda: setattr(modules.globals, 'keep_frames', keep_frames_value.get()))
-    keep_frames_switch.place(relx=0.1, rely=0.65)
+    keep_frames_switch.place(relx=0.1, rely=0.56875)
 
-    # for FRAME PROCESSOR ENHANCER tumbler:
     enhancer_value = ctk.BooleanVar(value=modules.globals.fp_ui['face_enhancer'])
     enhancer_switch = ctk.CTkSwitch(root, text='Face Enhancer', variable=enhancer_value, cursor='hand2', command=lambda: update_tumbler('face_enhancer', enhancer_value.get()))
-    enhancer_switch.place(relx=0.1, rely=0.7)
+    enhancer_switch.place(relx=0.1, rely=0.6125)
 
     keep_audio_value = ctk.BooleanVar(value=modules.globals.keep_audio)
     keep_audio_switch = ctk.CTkSwitch(root, text='Keep audio', variable=keep_audio_value, cursor='hand2', command=lambda: setattr(modules.globals, 'keep_audio', keep_audio_value.get()))
-    keep_audio_switch.place(relx=0.6, rely=0.6)
+    keep_audio_switch.place(relx=0.6, rely=0.525)
 
     many_faces_value = ctk.BooleanVar(value=modules.globals.many_faces)
     many_faces_switch = ctk.CTkSwitch(root, text='Many faces', variable=many_faces_value, cursor='hand2', command=lambda: setattr(modules.globals, 'many_faces', many_faces_value.get()))
-    many_faces_switch.place(relx=0.6, rely=0.65)
+    many_faces_switch.place(relx=0.6, rely=0.56875)
 
-#    nsfw_value = ctk.BooleanVar(value=modules.globals.nsfw)
+    nsfw_value = ctk.BooleanVar(value=modules.globals.nsfw)
-#    nsfw_switch = ctk.CTkSwitch(root, text='NSFW', variable=nsfw_value, cursor='hand2', command=lambda: setattr(modules.globals, 'nsfw', nsfw_value.get()))
+    nsfw_switch = ctk.CTkSwitch(root, text='NSFW', variable=nsfw_value, cursor='hand2', command=lambda: setattr(modules.globals, 'nsfw', nsfw_value.get()))
-#    nsfw_switch.place(relx=0.6, rely=0.7)
+    nsfw_switch.place(relx=0.6, rely=0.6125)
 
     start_button = ctk.CTkButton(root, text='Start', cursor='hand2', command=lambda: select_output_path(start))
-    start_button.place(relx=0.15, rely=0.80, relwidth=0.2, relheight=0.05)
+    start_button.place(relx=0.15, rely=0.7, relwidth=0.2, relheight=0.05)
 
-    stop_button = ctk.CTkButton(root, text='Destroy', cursor='hand2', command=lambda: destroy())
+    stop_button = ctk.CTkButton(root, text='Destroy', cursor='hand2', command=destroy)
-    stop_button.place(relx=0.4, rely=0.80, relwidth=0.2, relheight=0.05)
+    stop_button.place(relx=0.4, rely=0.7, relwidth=0.2, relheight=0.05)
 
-    preview_button = ctk.CTkButton(root, text='Preview', cursor='hand2', command=lambda: toggle_preview())
+    preview_button = ctk.CTkButton(root, text='Preview', cursor='hand2', command=toggle_preview)
-    preview_button.place(relx=0.65, rely=0.80, relwidth=0.2, relheight=0.05)
+    preview_button.place(relx=0.65, rely=0.7, relwidth=0.2, relheight=0.05)
 
-    live_button = ctk.CTkButton(root, text='Live', cursor='hand2', command=lambda: webcam_preview())
+    camera_label = ctk.CTkLabel(root, text="Select Camera:")
-    live_button.place(relx=0.40, rely=0.86, relwidth=0.2, relheight=0.05)
+    camera_label.place(relx=0.4, rely=0.7525, relwidth=0.2, relheight=0.05)
+
+    available_cameras = get_available_cameras()
+    available_camera_strings = [str(cam) for cam in available_cameras]
+
+    camera_variable = ctk.StringVar(value=available_camera_strings[0] if available_camera_strings else "No cameras found")
+    camera_optionmenu = ctk.CTkOptionMenu(root, variable=camera_variable, values=available_camera_strings)
+    camera_optionmenu.place(relx=0.65, rely=0.7525, relwidth=0.2, relheight=0.05)
+
+    virtual_cam_out_value = ctk.BooleanVar(value=False)
+    virtual_cam_out_switch = ctk.CTkSwitch(root, text='Virtual Cam Output (OBS)', variable=virtual_cam_out_value, cursor='hand2')
+    virtual_cam_out_switch.place(relx=0.4, rely=0.805)
+
+    live_button = ctk.CTkButton(root, text='Live', cursor='hand2', command=lambda: webcam_preview(camera_variable.get(), virtual_cam_out_value.get()))
+    live_button.place(relx=0.15, rely=0.7525, relwidth=0.2, relheight=0.05)
 
     status_label = ctk.CTkLabel(root, text=None, justify='center')
-    status_label.place(relx=0.1, rely=0.9, relwidth=0.8)
+    status_label.place(relx=0.1, relwidth=0.8, rely=0.875)
 
     donate_label = ctk.CTkLabel(root, text='Deep Live Cam', justify='center', cursor='hand2')
     donate_label.place(relx=0.1, rely=0.95, relwidth=0.8)
     donate_label.configure(text_color=ctk.ThemeManager.theme.get('URL').get('text_color'))
-    donate_label.bind('<Button>', lambda event: webbrowser.open('https://paypal.me/hacksider'))
+    donate_label.bind('<Button-1>', lambda event: webbrowser.open('https://paypal.me/hacksider'))
 
     return root
 
 
-def create_preview(parent: ctk.CTkToplevel) -> ctk.CTkToplevel:
+def create_preview(parent: ctk.CTk) -> ctk.CTkToplevel:
     global preview_label, preview_slider
 
     preview = ctk.CTkToplevel(parent)
     preview.withdraw()
     preview.title('Preview')
-    preview.configure()
+    preview.protocol('WM_DELETE_WINDOW', toggle_preview)
-    preview.protocol('WM_DELETE_WINDOW', lambda: toggle_preview())
+    preview.resizable(width=True, height=True)
-    preview.resizable(width=False, height=False)
 
     preview_label = ctk.CTkLabel(preview, text=None)
     preview_label.pack(fill='both', expand=True)
 
-    preview_slider = ctk.CTkSlider(preview, from_=0, to=0, command=lambda frame_value: update_preview(frame_value))
+    preview_slider = ctk.CTkSlider(preview, from_=0, to=0, command=update_preview)
 
     return preview
 
@@ -143,10 +207,10 @@ def update_tumbler(var: str, value: bool) -> None:
 
 
 def select_source_path() -> None:
-    global RECENT_DIRECTORY_SOURCE, img_ft, vid_ft
+    global RECENT_DIRECTORY_SOURCE
 
     PREVIEW.withdraw()
-    source_path = ctk.filedialog.askopenfilename(title='select an source image', initialdir=RECENT_DIRECTORY_SOURCE, filetypes=[img_ft])
+    source_path = ctk.filedialog.askopenfilename(title='Select a source image', initialdir=RECENT_DIRECTORY_SOURCE, filetypes=[img_ft])
     if is_image(source_path):
         modules.globals.source_path = source_path
         RECENT_DIRECTORY_SOURCE = os.path.dirname(modules.globals.source_path)
@@ -158,10 +222,10 @@ def select_source_path() -> None:
 
 
 def select_target_path() -> None:
-    global RECENT_DIRECTORY_TARGET, img_ft, vid_ft
+    global RECENT_DIRECTORY_TARGET
 
     PREVIEW.withdraw()
-    target_path = ctk.filedialog.askopenfilename(title='select an target image or video', initialdir=RECENT_DIRECTORY_TARGET, filetypes=[img_ft, vid_ft])
+    target_path = ctk.filedialog.askopenfilename(title='Select a target image or video', initialdir=RECENT_DIRECTORY_TARGET, filetypes=[img_ft, vid_ft])
     if is_image(target_path):
         modules.globals.target_path = target_path
         RECENT_DIRECTORY_TARGET = os.path.dirname(modules.globals.target_path)
@@ -178,12 +242,12 @@ def select_target_path() -> None:
 
 
 def select_output_path(start: Callable[[], None]) -> None:
-    global RECENT_DIRECTORY_OUTPUT, img_ft, vid_ft
+    global RECENT_DIRECTORY_OUTPUT
 
     if is_image(modules.globals.target_path):
-        output_path = ctk.filedialog.asksaveasfilename(title='save image output file', filetypes=[img_ft], defaultextension='.png', initialfile='output.png', initialdir=RECENT_DIRECTORY_OUTPUT)
+        output_path = ctk.filedialog.asksaveasfilename(title='Save image output file', filetypes=[img_ft], defaultextension='.png', initialfile='output.png', initialdir=RECENT_DIRECTORY_OUTPUT)
     elif is_video(modules.globals.target_path):
-        output_path = ctk.filedialog.asksaveasfilename(title='save video output file', filetypes=[vid_ft], defaultextension='.mp4', initialfile='output.mp4', initialdir=RECENT_DIRECTORY_OUTPUT)
+        output_path = ctk.filedialog.asksaveasfilename(title='Save video output file', filetypes=[vid_ft], defaultextension='.mp4', initialfile='output.mp4', initialdir=RECENT_DIRECTORY_OUTPUT)
     else:
         output_path = None
     if output_path:
@@ -204,13 +268,13 @@ def render_video_preview(video_path: str, size: Tuple[int, int], frame_number: i
     if frame_number:
         capture.set(cv2.CAP_PROP_POS_FRAMES, frame_number)
     has_frame, frame = capture.read()
+    capture.release()
     if has_frame:
         image = Image.fromarray(cv2.cvtColor(frame, cv2.COLOR_BGR2RGB))
         if size:
             image = ImageOps.fit(image, size, Image.LANCZOS)
         return ctk.CTkImage(image, size=image.size)
-    capture.release()
+    return None
-    cv2.destroyAllWindows()
 
 
 def toggle_preview() -> None:
@@ -220,12 +284,17 @@ def toggle_preview() -> None:
         init_preview()
         update_preview()
         PREVIEW.deiconify()
+    global camera
+    if PREVIEW.state() == 'withdrawn':
+        if camera and camera.isOpened():
+            camera.release()
+            camera = None
 
 
 def init_preview() -> None:
     if is_image(modules.globals.target_path):
         preview_slider.pack_forget()
-    if is_video(modules.globals.target_path):
+    elif is_video(modules.globals.target_path):
         video_frame_total = get_video_frame_total(modules.globals.target_path)
         preview_slider.configure(to=video_frame_total)
         preview_slider.pack(fill='x')
@@ -235,7 +304,7 @@ def init_preview() -> None:
 def update_preview(frame_number: int = 0) -> None:
     if modules.globals.source_path and modules.globals.target_path:
         temp_frame = get_video_frame(modules.globals.target_path, frame_number)
-        if modules.globals.nsfw == False:
+        if not modules.globals.nsfw:
             from modules.predicter import predict_frame
             if predict_frame(temp_frame):
                 quit()
@@ -249,51 +318,150 @@ def update_preview(frame_number: int = 0) -> None:
         image = ctk.CTkImage(image, size=image.size)
         preview_label.configure(image=image)
 
-def webcam_preview():
+def webcam_preview_loop(cap: cv2.VideoCapture, source_image: Any, frame_processors: List[ModuleType], virtual_cam: pyvirtualcam.Camera = None) -> bool:
-    if modules.globals.source_path is None:
-        # No image selected
-        return
-
     global preview_label, PREVIEW
 
-    cap = cv2.VideoCapture(0)  # Use index for the webcam (adjust the index accordingly if necessary)    
-    cap.set(cv2.CAP_PROP_FRAME_WIDTH, 960)  # Set the width of the resolution
-    cap.set(cv2.CAP_PROP_FRAME_HEIGHT, 540)  # Set the height of the resolution
-    cap.set(cv2.CAP_PROP_FPS, 60)  # Set the frame rate of the webcam
-    PREVIEW_MAX_WIDTH = 960
-    PREVIEW_MAX_HEIGHT = 540
-
-    preview_label.configure(image=None)  # Reset the preview image before startup
-
-    PREVIEW.deiconify()  # Open preview window
-
-    frame_processors = get_frame_processors_modules(modules.globals.frame_processors)
-
-    source_image = None  # Initialize variable for the selected face image
-
-    while True:
     ret, frame = cap.read()
     if not ret:
-            break
+        update_status(f"Error: Frame not received from camera.")
+        return False
 
-        # Select and save face image only once
+    temp_frame = frame.copy()
-        if source_image is None and modules.globals.source_path:
-            source_image = get_one_face(cv2.imread(modules.globals.source_path))
 
-        temp_frame = frame.copy()  #Create a copy of the frame
+    if modules.globals.live_mirror:
+        temp_frame = cv2.flip(temp_frame, 1) # horizontal flipping
+
+    if modules.globals.live_resizable:
+        temp_frame = fit_image_to_size(temp_frame, PREVIEW.winfo_width(), PREVIEW.winfo_height())
 
     for frame_processor in frame_processors:
         temp_frame = frame_processor.process_frame(source_image, temp_frame)
 
-        image = cv2.cvtColor(temp_frame, cv2.COLOR_BGR2RGB)  # Convert the image to RGB format to display it with Tkinter
+    image = Image.fromarray(cv2.cvtColor(temp_frame, cv2.COLOR_BGR2RGB))
-        image = Image.fromarray(image)
+    image = ImageOps.contain(image, (temp_frame.shape[1], temp_frame.shape[0]), Image.LANCZOS)
-        image = ImageOps.contain(image, (PREVIEW_MAX_WIDTH, PREVIEW_MAX_HEIGHT), Image.LANCZOS)
     image = ctk.CTkImage(image, size=image.size)
     preview_label.configure(image=image)
+    if virtual_cam:
+        virtual_cam.send(temp_frame)
+        virtual_cam.sleep_until_next_frame()
     ROOT.update()
 
     if PREVIEW.state() == 'withdrawn':
-            break
+        return False
     
+    return True
+
+def fit_image_to_size(image, width: int, height: int):
+    if width is None and height is None:
+      return image
+    h, w, _ = image.shape
+    ratio_h = 0.0
+    ratio_w = 0.0
+    if width > height:
+        ratio_h = height / h
+    else:
+        ratio_w = width  / w
+    ratio = max(ratio_w, ratio_h)
+    new_size = (int(ratio * w), int(ratio * h))
+    return cv2.resize(image, dsize=new_size)
+
+def webcam_preview(camera_name: str, virtual_cam_output: bool):
+    if modules.globals.source_path is None:
+        return
+
+    global preview_label, PREVIEW
+
+    WIDTH = 960
+    HEIGHT = 540
+    FPS = 60
+
+    # Select the camera by its name
+    selected_camera = select_camera(camera_name)
+    if selected_camera is None:
+        update_status(f"No suitable camera found.")
+        return
+
+    # Use OpenCV's camera index for cross-platform compatibility
+    camera_index = get_camera_index_by_name(camera_name)
+
+    global camera
+    camera = cv2.VideoCapture(camera_index)
+
+    if not camera.isOpened():
+        update_status(f"Error: Could not open camera {camera_name}")
+        return
+
+    camera.set(cv2.CAP_PROP_FRAME_WIDTH, WIDTH)
+    camera.set(cv2.CAP_PROP_FRAME_HEIGHT, HEIGHT)
+    camera.set(cv2.CAP_PROP_FPS, FPS)
+
+    PREVIEW_MAX_WIDTH = WIDTH
+    PREVIEW_MAX_HEIGHT = HEIGHT
+
+    preview_label.configure(width=PREVIEW_DEFAULT_WIDTH, height=PREVIEW_DEFAULT_HEIGHT)
+    PREVIEW.deiconify()
+
+    frame_processors = get_frame_processors_modules(modules.globals.frame_processors)
+    source_image = get_one_face(cv2.imread(modules.globals.source_path))
+
+    preview_running = True
+
+    if virtual_cam_output:
+        with pyvirtualcam.Camera(width=WIDTH, height=HEIGHT, fps=FPS, fmt=pyvirtualcam.PixelFormat.BGR) as virtual_cam:
+            while preview_running:
+                preview_running = webcam_preview_loop(cap, source_image, frame_processors, virtual_cam)
+
+    while preview_running:
+        preview_running = webcam_preview_loop(cap, source_image, frame_processors)
+
+        
+
+    if camera: camera.release()
+    PREVIEW.withdraw()
+
+
+def get_camera_index_by_name(camera_name: str) -> int:
+    """Map camera name to index for OpenCV."""
+    if platform.system() == 'Darwin':  # macOS-specific
+        if "FaceTime" in camera_name:
+            return 0  # Assuming FaceTime is at index 0
+        elif "iPhone" in camera_name:
+            return 1  # Assuming iPhone camera is at index 1
+    elif platform.system() == 'Windows' or platform.system() == 'Linux':
+        # Map camera name to index dynamically (OpenCV on these platforms usually starts with 0)
+        return get_available_cameras().index(camera_name)
+    return -1
+
+
+def get_available_cameras():
+    """Get available camera names (cross-platform)."""
+    available_cameras = []
+    if platform.system() == 'Darwin':  # macOS-specific
+        devices = AVFoundation.AVCaptureDevice.devicesWithMediaType_(AVFoundation.AVMediaTypeVideo)
+        
+        for device in devices:
+            if device.deviceType() == AVFoundation.AVCaptureDeviceTypeBuiltInWideAngleCamera:
+                print(f"Found Built-In Camera: {device.localizedName()}")
+                available_cameras.append(device.localizedName())
+            elif device.deviceType() == "AVCaptureDeviceTypeExternal":
+                print(f"Found External Camera: {device.localizedName()}")
+                available_cameras.append(device.localizedName())
+            elif device.deviceType() == "AVCaptureDeviceTypeContinuityCamera":
+                print(f"Skipping Continuity Camera: {device.localizedName()}")
+    elif platform.system() == 'Windows' or platform.system() == 'Linux':
+        try:  
+            devices = FilterGraph().get_input_devices()  
+        except Exception as e:  
+            # Use OpenCV to detect camera indexes
+            index = 0
+            devices = [] 
+            while True:
+                cap = cv2.VideoCapture(index)
+                if not cap.isOpened():
+                    break
+                devices.append(f"Camera {index}")
                 cap.release()
-    PREVIEW.withdraw()  # Close preview window when loop is finished
+                index += 1
+
+        available_cameras = devices
+    return available_cameras