File size: 12,171 Bytes
2cc7a05 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 | from app.ui.widgets.actions import control_actions
import cv2
from app.helpers.typing_helper import LayoutDictTypes
SETTINGS_LAYOUT_DATA: LayoutDictTypes = {
'Appearance': {
'ThemeSelection': {
'level': 1,
'label': 'Theme',
'options': ['Dark', 'Dark-Blue', 'Light'],
'default': 'Dark',
'help': 'Select the theme to be used',
'exec_function': control_actions.change_theme,
'exec_function_args': [],
},
},
'General': {
'ProvidersPrioritySelection': {
'level': 1,
'label': 'Providers Priority',
'options': ['CUDA', 'TensorRT', 'TensorRT-Engine', 'CPU'],
'default': 'CUDA',
'help': 'Select the providers priority to be used with the system.',
'exec_function': control_actions.change_execution_provider,
'exec_function_args': [],
},
'nThreadsSlider': {
'level': 1,
'label': 'Number of Threads',
'min_value': '1',
'max_value': '30',
'default': '2',
'step': 1,
'help': 'Set number of execution threads while playing and recording. Depends strongly on GPU VRAM.',
'exec_function': control_actions.change_threads_number,
'exec_function_args': [],
},
},
'Video Settings': {
'VideoPlaybackCustomFpsToggle': {
'level': 1,
'label': 'Set Custom Video Playback FPS',
'default': False,
'help': 'Manually set the FPS to be used when playing the video',
'exec_function': control_actions.set_video_playback_fps,
'exec_function_args': [],
},
'VideoPlaybackCustomFpsSlider': {
'level': 2,
'label': 'Video Playback FPS',
'min_value': '1',
'max_value': '120',
'default': '30',
'parentToggle': 'VideoPlaybackCustomFpsToggle',
'requiredToggleValue': True,
'step': 1,
'help': 'Set the maximum FPS of the video when playing'
},
},
'Auto Swap':{
'AutoSwapToggle': {
'level': 1,
'label': 'Auto Swap',
'default': False,
'help': 'Automatically Swap all faces using selected Source Faces/Embeddings when loading an video/image file'
},
},
'Detectors': {
'DetectorModelSelection': {
'level': 1,
'label': 'Face Detect Model',
'options': ['RetinaFace', 'Yolov8', 'SCRFD', 'Yunet'],
'default': 'RetinaFace',
'help': 'Select the face detection model to use for detecting faces in the input image or video.'
},
'DetectorScoreSlider': {
'level': 1,
'label': 'Detect Score',
'min_value': '1',
'max_value': '100',
'default': '50',
'step': 1,
'help': 'Set the confidence score threshold for face detection. Higher values ensure more confident detections but may miss some faces.'
},
'MaxFacesToDetectSlider': {
'level': 1,
'label': 'Max No of Faces to Detect',
'min_value': '1',
'max_value': '50',
'default': '20',
'step': 1,
'help': 'Set the maximum number of faces to detect in a frame'
},
'AutoRotationToggle': {
'level': 1,
'label': 'Auto Rotation',
'default': False,
'help': 'Automatically rotate the input to detect faces in various orientations.'
},
'ManualRotationEnableToggle': {
'level': 1,
'label': 'Manual Rotation',
'default': False,
'help': 'Rotate the face detector to better detect faces at different angles.'
},
'ManualRotationAngleSlider': {
'level': 2,
'label': 'Rotation Angle',
'min_value': '0',
'max_value': '270',
'default': '0',
'step': 90,
'parentToggle': 'ManualRotationEnableToggle',
'requiredToggleValue': True,
'help': 'Set this to the angle of the input face angle to help with laying down/upside down/etc. Angles are read clockwise.'
},
'LandmarkDetectToggle': {
'level': 1,
'label': 'Enable Landmark Detection',
'default': False,
'help': 'Enable or disable facial landmark detection, which is used to refine face alignment.'
},
'LandmarkDetectModelSelection': {
'level': 2,
'label': 'Landmark Detect Model',
'options': ['5', '68', '3d68', '98', '106', '203', '478'],
'default': '203',
'parentToggle': 'LandmarkDetectToggle',
'requiredToggleValue': True,
'help': 'Select the landmark detection model, where different models detect varying numbers of facial landmarks.'
},
'LandmarkDetectScoreSlider': {
'level': 2,
'label': 'Landmark Detect Score',
'min_value': '1',
'max_value': '100',
'default': '50',
'step': 1,
'parentToggle': 'LandmarkDetectToggle',
'requiredToggleValue': True,
'help': 'Set the confidence score threshold for facial landmark detection.'
},
'DetectFromPointsToggle': {
'level': 2,
'label': 'Detect From Points',
'default': False,
'parentToggle': 'LandmarkDetectToggle',
'requiredToggleValue': True,
'help': 'Enable detection of faces from specified landmark points.'
},
'ShowLandmarksEnableToggle': {
'level': 1,
'label': 'Show Landmarks',
'default': False,
'help': 'Show Landmarks in realtime.'
},
'ShowAllDetectedFacesBBoxToggle': {
'level': 1,
'label': 'Show Bounding Boxes',
'default': False,
'help': 'Draw bounding boxes to all detected faces in the frame'
}
},
'DFM Settings':{
'MaxDFMModelsSlider':{
'level': 1,
'label': 'Maximum DFM Models to use',
'min_value': '1',
'max_value': '5',
'default': '1',
'step': 1,
'help': "Set the maximum number of DFM Models to keep in memory at a time. Set this based on your GPU's VRAM",
}
},
'Frame Enhancer':{
'FrameEnhancerEnableToggle':{
'level': 1,
'label': 'Enable Frame Enhancer',
'default': False,
'help': 'Enable frame enhancement for video inputs to improve visual quality.'
},
'FrameEnhancerTypeSelection':{
'level': 2,
'label': 'Frame Enhancer Type',
'options': ['RealEsrgan-x2-Plus', 'RealEsrgan-x4-Plus', 'RealEsr-General-x4v3', 'BSRGan-x2', 'BSRGan-x4', 'UltraSharp-x4', 'UltraMix-x4', 'DDColor-Artistic', 'DDColor', 'DeOldify-Artistic', 'DeOldify-Stable', 'DeOldify-Video'],
'default': 'RealEsrgan-x2-Plus',
'parentToggle': 'FrameEnhancerEnableToggle',
'requiredToggleValue': True,
'help': 'Select the type of frame enhancement to apply, based on the content and resolution requirements.'
},
'FrameEnhancerBlendSlider': {
'level': 2,
'label': 'Blend',
'min_value': '0',
'max_value': '100',
'default': '100',
'step': 1,
'parentToggle': 'FrameEnhancerEnableToggle',
'requiredToggleValue': True,
'help': 'Blends the enhanced results back into the original frame.'
},
},
'Webcam Settings': {
'WebcamMaxNoSelection': {
'level': 2,
'label': 'Webcam Max No',
'options': ['1', '2', '3', '4', '5', '6'],
'default': '1',
'help': 'Select the maximum number of webcam streams to allow for face swapping.'
},
'WebcamBackendSelection': {
'level': 2,
'label': 'Webcam Backend',
'options': ['Default', 'DirectShow', 'MSMF', 'V4L', 'V4L2', 'GSTREAMER'],
'default': 'Default',
'help': 'Choose the backend for accessing webcam input.'
},
'WebcamMaxResSelection': {
'level': 2,
'label': 'Webcam Resolution',
'options': ['480x360', '640x480', '1280x720', '1920x1080', '2560x1440', '3840x2160'],
'default': '1280x720',
'help': 'Select the maximum resolution for webcam input.'
},
'WebCamMaxFPSSelection': {
'level': 2,
'label': 'Webcam FPS',
'options': ['23', '30', '60'],
'default': '30',
'help': 'Set the maximum frames per second (FPS) for webcam input.'
},
},
'Virtual Camera': {
'SendVirtCamFramesEnableToggle': {
'level': 1,
'label': 'Send Frames to Virtual Camera',
'default': False,
'help': 'Send the swapped video/webcam output to virtual camera for using in external applications',
'exec_function': control_actions.toggle_virtualcam,
'exec_function_args': [],
},
'VirtCamBackendSelection': {
'level': 1,
'label': 'Virtual Camera Backend',
'options': ['obs', 'unitycapture'],
'default': 'obs',
'help': 'Choose the backend based on the Virtual Camera you have set up',
'parentToggle': 'SendVirtCamFramesEnableToggle',
'requiredToggleValue': True,
'exec_function': control_actions.enable_virtualcam,
'exec_funtion_args': [],
},
},
'Face Recognition': {
'RecognitionModelSelection': {
'level': 1,
'label': 'Recognition Model',
'options': ['Inswapper128ArcFace', 'SimSwapArcFace', 'GhostArcFace', 'CSCSArcFace'],
'default': 'Inswapper128ArcFace',
'help': 'Choose the ArcFace model to be used for comparing the similarity of faces.'
},
'SimilarityTypeSelection': {
'level': 1,
'label': 'Swapping Similarity Type',
'options': ['Opal', 'Pearl', 'Optimal'],
'default': 'Opal',
'help': 'Choose the type of similarity calculation for face detection and matching during the face swapping process.'
},
},
'Embedding Merge Method':{
'EmbMergeMethodSelection':{
'level': 1,
'label': 'Embedding Merge Method',
'options': ['Mean','Median'],
'default': 'Mean',
'help': 'Select the method to merge facial embeddings. "Mean" averages the embeddings, while "Median" selects the middle value, providing more robustness to outliers.'
}
},
'Media Selection':{
'TargetMediaFolderRecursiveToggle':{
'level': 1,
'label': 'Target Media Include Subfolders',
'default': False,
'help': 'Include all files from Subfolders when choosing Target Media Folder'
},
'InputFacesFolderRecursiveToggle':{
'level': 1,
'label': 'Input Faces Include Subfolders',
'default': False,
'help': 'Include all files from Subfolders when choosing Input Faces Folder'
}
}
}
CAMERA_BACKENDS = {
'Default': cv2.CAP_ANY,
'DirectShow': cv2.CAP_DSHOW,
'MSMF': cv2.CAP_MSMF,
'V4L': cv2.CAP_V4L,
'V4L2': cv2.CAP_V4L2,
'GSTREAMER': cv2.CAP_GSTREAMER,
} |