mirror of
https://github.com/hacksider/Deep-Live-Cam.git
synced 2025-10-31 19:43:08 +08:00
Revert "Merge pull request #293 from vic4key/experimental"
This reverts commit eab5ba7027.
This commit is contained in:
Kenneth Estanislao
@@ -158,8 +158,6 @@ 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
|
||||
|
||||
221
modules/core.py
221
modules/core.py
@@ -1,17 +1,16 @@
|
||||
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
|
||||
@@ -20,60 +19,34 @@ 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, 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
|
||||
|
||||
if 'ROCMExecutionProvider' in modules.globals.execution_providers:
|
||||
del torch
|
||||
|
||||
# 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 a source image', dest='source_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('--frame-processor', help='Pipeline of frame processors', dest='frame_processor',
|
||||
default=['face_swapper'], choices=['face_swapper', 'face_enhancer'], nargs='+')
|
||||
program.add_argument('--keep-fps', help='Keep original fps', dest='keep_fps', 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('--keep-frames', help='Keep temporary frames', dest='keep_frames', action='store_true', default=False)
|
||||
program.add_argument('--many-faces', help='Process every face', dest='many_faces', 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('--video-quality', help='Adjust output video quality', dest='video_quality', type=int, default=18,
|
||||
choices=range(52), metavar='[0-51]')
|
||||
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}')
|
||||
program.add_argument('-s', '--source', help='select an source image', dest='source_path')
|
||||
program.add_argument('-t', '--target', help='select an target image or video', dest='target_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('--keep-fps', help='keep original fps', dest='keep_fps', 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('--keep-frames', help='keep temporary frames', dest='keep_frames', action='store_true', default=False)
|
||||
program.add_argument('--many-faces', help='process every face', dest='many_faces', 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('--video-quality', help='adjust output video quality', dest='video_quality', type=int, default=18, choices=range(52), metavar='[0-51]')
|
||||
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')
|
||||
@@ -83,8 +56,7 @@ 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
|
||||
@@ -93,28 +65,23 @@ 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
|
||||
|
||||
# Handle face enhancer tumbler
|
||||
modules.globals.fp_ui['face_enhancer'] = 'face_enhancer' in args.frame_processor
|
||||
#for ENHANCER tumbler:
|
||||
if '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
|
||||
|
||||
# Handle deprecated arguments
|
||||
handle_deprecated_args(args)
|
||||
|
||||
|
||||
def handle_deprecated_args(args) -> None:
|
||||
"""Handle deprecated arguments by translating them to the new format."""
|
||||
# translate deprecated args
|
||||
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
|
||||
@@ -125,7 +92,7 @@ def handle_deprecated_args(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 rocm instead.\033[0m')
|
||||
print('\033[33mArgument --gpu-vendor amd is deprecated. Use --execution-provider cuda 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')
|
||||
@@ -133,22 +100,18 @@ def handle_deprecated_args(args) -> None:
|
||||
|
||||
|
||||
def encode_execution_providers(execution_providers: List[str]) -> List[str]:
|
||||
return [provider.replace('ExecutionProvider', '').lower() for provider in execution_providers]
|
||||
return [execution_provider.replace('ExecutionProvider', '').lower() for execution_provider in execution_providers]
|
||||
|
||||
|
||||
def decode_execution_providers(execution_providers: List[str]) -> List[str]:
|
||||
available_providers = onnxruntime.get_available_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']
|
||||
return [provider for provider, encoded_execution_provider in zip(onnxruntime.get_available_providers(), encode_execution_providers(onnxruntime.get_available_providers()))
|
||||
if any(execution_provider in encoded_execution_provider for execution_provider in execution_providers)]
|
||||
|
||||
|
||||
def suggest_max_memory() -> int:
|
||||
return 4 if platform.system().lower() == 'darwin' else 16
|
||||
if platform.system().lower() == 'darwin':
|
||||
return 4
|
||||
return 16
|
||||
|
||||
|
||||
def suggest_execution_providers() -> List[str]:
|
||||
@@ -156,41 +119,34 @@ def suggest_execution_providers() -> List[str]:
|
||||
|
||||
|
||||
def suggest_execution_threads() -> int:
|
||||
if 'dml' in modules.globals.execution_providers:
|
||||
if 'DmlExecutionProvider' in modules.globals.execution_providers:
|
||||
return 1
|
||||
if 'rocm' in modules.globals.execution_providers:
|
||||
if 'ROCMExecutionProvider' 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 ** 3
|
||||
elif platform.system().lower() == 'windows':
|
||||
memory = modules.globals.max_memory * 1024 ** 6
|
||||
if 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 'cuda' in modules.globals.execution_providers:
|
||||
if 'CUDAExecutionProvider' in modules.globals.execution_providers:
|
||||
torch.cuda.empty_cache()
|
||||
|
||||
|
||||
@@ -201,85 +157,49 @@ 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 and ui.status_label:
|
||||
if not modules.globals.headless:
|
||||
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):
|
||||
process_image_to_image()
|
||||
return
|
||||
|
||||
# Process image to video
|
||||
process_image_to_video()
|
||||
|
||||
|
||||
def process_image_to_image() -> None:
|
||||
if modules.globals.nsfw:
|
||||
if modules.globals.nsfw == False:
|
||||
from modules.predicter import predict_image
|
||||
if predict_image(modules.globals.target_path):
|
||||
destroy(to_quit=False)
|
||||
update_status('Processing to image ignored!')
|
||||
return
|
||||
|
||||
try:
|
||||
destroy()
|
||||
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('Processing...', frame_processor.NAME)
|
||||
update_status('Progressing...', 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 succeeded!')
|
||||
update_status('Processing to image succeed!')
|
||||
else:
|
||||
update_status('Processing to image failed!')
|
||||
|
||||
|
||||
def process_image_to_video() -> None:
|
||||
if modules.globals.nsfw:
|
||||
return
|
||||
# process image to videos
|
||||
if modules.globals.nsfw == False:
|
||||
from modules.predicter import predict_video
|
||||
if predict_video(modules.globals.target_path):
|
||||
destroy(to_quit=False)
|
||||
update_status('Processing to video ignored!')
|
||||
return
|
||||
|
||||
update_status('Creating temporary resources...')
|
||||
destroy()
|
||||
update_status('Creating temp 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('Processing...', frame_processor.NAME)
|
||||
update_status('Progressing...', frame_processor.NAME)
|
||||
frame_processor.process_video(modules.globals.source_path, temp_frame_paths)
|
||||
release_resources()
|
||||
|
||||
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:
|
||||
# handles fps
|
||||
if modules.globals.keep_fps:
|
||||
update_status('Detecting fps...')
|
||||
fps = detect_fps(modules.globals.target_path)
|
||||
@@ -288,9 +208,7 @@ def handle_video_fps() -> None:
|
||||
else:
|
||||
update_status('Creating video with 30.0 fps...')
|
||||
create_video(modules.globals.target_path)
|
||||
|
||||
|
||||
def handle_video_audio() -> None:
|
||||
# handle audio
|
||||
if modules.globals.keep_audio:
|
||||
if modules.globals.keep_fps:
|
||||
update_status('Restoring audio...')
|
||||
@@ -299,16 +217,21 @@ def handle_video_audio() -> 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(to_quit=True) -> None:
|
||||
def destroy() -> None:
|
||||
if modules.globals.target_path:
|
||||
clean_temp(modules.globals.target_path)
|
||||
if to_quit: quit()
|
||||
quit()
|
||||
|
||||
|
||||
def run() -> None:
|
||||
try:
|
||||
parse_args()
|
||||
if not pre_check():
|
||||
return
|
||||
@@ -321,7 +244,3 @@ 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
|
||||
|
||||
@@ -19,8 +19,6 @@ 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
|
||||
|
||||
243
modules/ui.py
243
modules/ui.py
@@ -1,17 +1,10 @@
|
||||
import os
|
||||
import platform
|
||||
import webbrowser
|
||||
import customtkinter as ctk
|
||||
from typing import Callable, Tuple
|
||||
import cv2
|
||||
from PIL import Image, ImageOps
|
||||
|
||||
# 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
|
||||
from modules.face_analyser import get_one_face
|
||||
@@ -26,8 +19,6 @@ 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
|
||||
@@ -41,49 +32,10 @@ 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)
|
||||
|
||||
@@ -97,11 +49,10 @@ 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)
|
||||
@@ -110,11 +61,11 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
|
||||
target_label = ctk.CTkLabel(root, text=None)
|
||||
target_label.place(relx=0.6, rely=0.1, relwidth=0.3, relheight=0.25)
|
||||
|
||||
source_button = ctk.CTkButton(root, text='Select a face', cursor='hand2', command=select_source_path)
|
||||
source_button.place(relx=0.1, rely=0.4, relwidth=0.3, relheight=0.1)
|
||||
select_face_button = ctk.CTkButton(root, text='Select a face', cursor='hand2', command=lambda: select_source_path())
|
||||
select_face_button.place(relx=0.1, rely=0.4, relwidth=0.3, relheight=0.1)
|
||||
|
||||
target_button = ctk.CTkButton(root, text='Select a target', cursor='hand2', command=select_target_path)
|
||||
target_button.place(relx=0.6, rely=0.4, relwidth=0.3, relheight=0.1)
|
||||
select_target_button = ctk.CTkButton(root, text='Select a target', cursor='hand2', command=lambda: select_target_path())
|
||||
select_target_button.place(relx=0.6, rely=0.4, 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))
|
||||
@@ -124,6 +75,7 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
|
||||
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)
|
||||
|
||||
# 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)
|
||||
@@ -136,56 +88,47 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
|
||||
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)
|
||||
|
||||
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.place(relx=0.6, rely=0.7)
|
||||
# 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.place(relx=0.6, rely=0.7)
|
||||
|
||||
start_button = ctk.CTkButton(root, text='Start', cursor='hand2', command=lambda: select_output_path(start))
|
||||
start_button.place(relx=0.15, rely=0.8, relwidth=0.2, relheight=0.05)
|
||||
start_button.place(relx=0.15, rely=0.80, relwidth=0.2, relheight=0.05)
|
||||
|
||||
stop_button = ctk.CTkButton(root, text='Destroy', cursor='hand2', command=destroy)
|
||||
stop_button.place(relx=0.4, rely=0.8, relwidth=0.2, relheight=0.05)
|
||||
stop_button = ctk.CTkButton(root, text='Destroy', cursor='hand2', command=lambda: destroy())
|
||||
stop_button.place(relx=0.4, rely=0.80, relwidth=0.2, relheight=0.05)
|
||||
|
||||
preview_button = ctk.CTkButton(root, text='Preview', cursor='hand2', command=toggle_preview)
|
||||
preview_button.place(relx=0.65, rely=0.8, relwidth=0.2, relheight=0.05)
|
||||
preview_button = ctk.CTkButton(root, text='Preview', cursor='hand2', command=lambda: toggle_preview())
|
||||
preview_button.place(relx=0.65, rely=0.80, relwidth=0.2, relheight=0.05)
|
||||
|
||||
camera_label = ctk.CTkLabel(root, text="Select Camera:")
|
||||
camera_label.place(relx=0.4, rely=0.86, 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=0.86, relwidth=0.2, relheight=0.05)
|
||||
|
||||
live_button = ctk.CTkButton(root, text='Live', cursor='hand2', command=lambda: webcam_preview(camera_variable.get()))
|
||||
live_button.place(relx=0.15, rely=0.86, relwidth=0.2, relheight=0.05)
|
||||
live_button = ctk.CTkButton(root, text='Live', cursor='hand2', command=lambda: webcam_preview())
|
||||
live_button.place(relx=0.40, rely=0.86, relwidth=0.2, relheight=0.05)
|
||||
|
||||
status_label = ctk.CTkLabel(root, text=None, justify='center')
|
||||
status_label.place(relx=0.1, relwidth=0.8, rely=0.9)
|
||||
status_label.place(relx=0.1, rely=0.9, relwidth=0.8)
|
||||
|
||||
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-1>', lambda event: webbrowser.open('https://paypal.me/hacksider'))
|
||||
donate_label.bind('<Button>', lambda event: webbrowser.open('https://paypal.me/hacksider'))
|
||||
|
||||
return root
|
||||
|
||||
|
||||
def create_preview(parent: ctk.CTk) -> ctk.CTkToplevel:
|
||||
def create_preview(parent: ctk.CTkToplevel) -> ctk.CTkToplevel:
|
||||
global preview_label, preview_slider
|
||||
|
||||
preview = ctk.CTkToplevel(parent)
|
||||
preview.withdraw()
|
||||
preview.title('Preview')
|
||||
preview.protocol('WM_DELETE_WINDOW', toggle_preview)
|
||||
preview.resizable(width=True, height=True)
|
||||
preview.configure()
|
||||
preview.protocol('WM_DELETE_WINDOW', lambda: toggle_preview())
|
||||
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=update_preview)
|
||||
preview_slider = ctk.CTkSlider(preview, from_=0, to=0, command=lambda frame_value: update_preview(frame_value))
|
||||
|
||||
return preview
|
||||
|
||||
@@ -200,10 +143,10 @@ def update_tumbler(var: str, value: bool) -> None:
|
||||
|
||||
|
||||
def select_source_path() -> None:
|
||||
global RECENT_DIRECTORY_SOURCE
|
||||
global RECENT_DIRECTORY_SOURCE, img_ft, vid_ft
|
||||
|
||||
PREVIEW.withdraw()
|
||||
source_path = ctk.filedialog.askopenfilename(title='Select a source image', initialdir=RECENT_DIRECTORY_SOURCE, filetypes=[img_ft])
|
||||
source_path = ctk.filedialog.askopenfilename(title='select an 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)
|
||||
@@ -215,10 +158,10 @@ def select_source_path() -> None:
|
||||
|
||||
|
||||
def select_target_path() -> None:
|
||||
global RECENT_DIRECTORY_TARGET
|
||||
global RECENT_DIRECTORY_TARGET, img_ft, vid_ft
|
||||
|
||||
PREVIEW.withdraw()
|
||||
target_path = ctk.filedialog.askopenfilename(title='Select a target image or video', initialdir=RECENT_DIRECTORY_TARGET, filetypes=[img_ft, vid_ft])
|
||||
target_path = ctk.filedialog.askopenfilename(title='select an 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)
|
||||
@@ -235,12 +178,12 @@ def select_target_path() -> None:
|
||||
|
||||
|
||||
def select_output_path(start: Callable[[], None]) -> None:
|
||||
global RECENT_DIRECTORY_OUTPUT
|
||||
global RECENT_DIRECTORY_OUTPUT, img_ft, vid_ft
|
||||
|
||||
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:
|
||||
@@ -261,13 +204,13 @@ 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)
|
||||
return None
|
||||
capture.release()
|
||||
cv2.destroyAllWindows()
|
||||
|
||||
|
||||
def toggle_preview() -> None:
|
||||
@@ -277,17 +220,12 @@ 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()
|
||||
elif is_video(modules.globals.target_path):
|
||||
if 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')
|
||||
@@ -297,7 +235,7 @@ 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 not modules.globals.nsfw:
|
||||
if modules.globals.nsfw == False:
|
||||
from modules.predicter import predict_frame
|
||||
if predict_frame(temp_frame):
|
||||
quit()
|
||||
@@ -311,116 +249,51 @@ def update_preview(frame_number: int = 0) -> None:
|
||||
image = ctk.CTkImage(image, size=image.size)
|
||||
preview_label.configure(image=image)
|
||||
|
||||
|
||||
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):
|
||||
def webcam_preview():
|
||||
if modules.globals.source_path is None:
|
||||
# No image selected
|
||||
return
|
||||
|
||||
global preview_label, PREVIEW
|
||||
|
||||
# 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
|
||||
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
|
||||
|
||||
# Use OpenCV's camera index for cross-platform compatibility
|
||||
camera_index = get_camera_index_by_name(camera_name)
|
||||
preview_label.configure(image=None) # Reset the preview image before startup
|
||||
|
||||
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, 960)
|
||||
camera.set(cv2.CAP_PROP_FRAME_HEIGHT, 540)
|
||||
camera.set(cv2.CAP_PROP_FPS, 60)
|
||||
|
||||
preview_label.configure(width=PREVIEW_DEFAULT_WIDTH, height=PREVIEW_DEFAULT_HEIGHT)
|
||||
PREVIEW.deiconify()
|
||||
PREVIEW.deiconify() # Open preview window
|
||||
|
||||
frame_processors = get_frame_processors_modules(modules.globals.frame_processors)
|
||||
source_image = get_one_face(cv2.imread(modules.globals.source_path))
|
||||
|
||||
while camera:
|
||||
ret, frame = camera.read()
|
||||
source_image = None # Initialize variable for the selected face image
|
||||
|
||||
while True:
|
||||
ret, frame = cap.read()
|
||||
if not ret:
|
||||
update_status(f"Error: Frame not received from camera.")
|
||||
break
|
||||
|
||||
temp_frame = frame.copy()
|
||||
# Select and save face image only once
|
||||
if source_image is None and modules.globals.source_path:
|
||||
source_image = get_one_face(cv2.imread(modules.globals.source_path))
|
||||
|
||||
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())
|
||||
temp_frame = frame.copy() #Create a copy of the frame
|
||||
|
||||
for frame_processor in frame_processors:
|
||||
temp_frame = frame_processor.process_frame(source_image, temp_frame)
|
||||
|
||||
image = Image.fromarray(cv2.cvtColor(temp_frame, cv2.COLOR_BGR2RGB))
|
||||
image = ImageOps.contain(image, (temp_frame.shape[1], temp_frame.shape[0]), Image.LANCZOS)
|
||||
image = cv2.cvtColor(temp_frame, cv2.COLOR_BGR2RGB) # Convert the image to RGB format to display it with Tkinter
|
||||
image = Image.fromarray(image)
|
||||
image = ImageOps.contain(image, (PREVIEW_MAX_WIDTH, PREVIEW_MAX_HEIGHT), Image.LANCZOS)
|
||||
image = ctk.CTkImage(image, size=image.size)
|
||||
preview_label.configure(image=image)
|
||||
ROOT.update()
|
||||
|
||||
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':
|
||||
# Use OpenCV to detect camera indexes
|
||||
index = 0
|
||||
while True:
|
||||
cap = cv2.VideoCapture(index)
|
||||
if not cap.isOpened():
|
||||
if PREVIEW.state() == 'withdrawn':
|
||||
break
|
||||
available_cameras.append(f"Camera {index}")
|
||||
|
||||
cap.release()
|
||||
index += 1
|
||||
return available_cameras
|
||||
PREVIEW.withdraw() # Close preview window when loop is finished
|
||||
|
||||
Reference in New Issue
Block a user