mirror of
https://github.com/deepfakes/faceswap.git
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torzdf
c34389c16b
Merge alignments: Add ability to filter out faces that do not appear in the final alignments file GUI: Add icon to open video file for frames
562 lines
32 KiB
Python
562 lines
32 KiB
Python
#!/usr/bin/env python3
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""" Command Line Arguments for tools """
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from lib.cli import FaceSwapArgs
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from lib.cli import (ContextFullPaths, DirOrFileFullPaths, DirFullPaths, FileFullPaths,
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FilesFullPaths, SaveFileFullPaths, Radio, Slider)
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from lib.utils import _image_extensions
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class AlignmentsArgs(FaceSwapArgs):
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""" Class to parse the command line arguments for Aligments tool """
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def get_argument_list(self):
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frames_dir = " Must Pass in a frames folder/source video file (-fr)."
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faces_dir = " Must Pass in a faces folder (-fc)."
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frames_or_faces_dir = (" Must Pass in either a frames folder/source video file OR a"
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"faces folder (-fr or -fc).")
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frames_and_faces_dir = (" Must Pass in a frames folder/source video file AND a faces "
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"folder (-fr and -fc).")
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output_opts = " Use the output option (-o) to process results."
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align_eyes = " Can optionally use the align-eyes switch (-ae)."
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argument_list = list()
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argument_list.append({
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"opts": ("-j", "--job"),
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"action": Radio,
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"type": str,
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"choices": ("draw", "extract", "extract-large", "manual", "merge",
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"missing-alignments", "missing-frames", "legacy", "leftover-faces",
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"multi-faces", "no-faces", "reformat", "remove-faces", "remove-frames",
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"rename", "sort-x", "sort-y", "spatial", "update-hashes"),
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"required": True,
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"help": "R|Choose which action you want to perform. "
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"NB: All actions require an alignments file (-a) to be passed in."
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"\nL|'draw': Draw landmarks on frames in the selected folder/video. A "
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"subfolder will be created within the frames folder to hold the output." +
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frames_dir + align_eyes +
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"\nL|'extract': Re-extract faces from the source frames/video based on "
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"alignment data. This is a lot quicker than re-detecting faces. Can pass in "
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"the '-een' (--extract-every-n) parameter to only extract every nth frame." +
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frames_and_faces_dir + align_eyes +
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"\nL|'extract-large' - Extract all faces that have not been upscaled. Useful "
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"for excluding low-res images from a training set.. Can pass in the '-een' "
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"(--extract-every-n) parameter to only extract every nth frame." +
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frames_and_faces_dir + align_eyes +
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"\nL|'manual': Manually view and edit landmarks." + frames_dir + align_eyes +
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"\nL|'merge': Merge multiple alignment files into one. Specify a space "
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"separated list of alignments files with the -a flag. Optionally specify a "
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"faces (-fc) folder to filter the final alignments file to only those faces "
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"that appear within the provided folder."
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"\nL|'missing-alignments': Identify frames that do not exist in the "
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"alignments file." + output_opts + frames_dir +
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"\nL|'missing-frames': Identify frames in the alignments file that do not "
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"appear within the frames folder/video." + output_opts + frames_dir +
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"\nL|'legacy': This updates legacy alignments to the latest format by "
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"rotating the landmarks and bounding boxes and adding face_hashes." +
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frames_and_faces_dir +
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"\nL|'leftover-faces': Identify faces in the faces folder that do not exist "
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"in the alignments file." + output_opts + faces_dir +
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"\nL|'multi-faces': Identify where multiple faces exist within the alignments "
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"file." + output_opts + frames_or_faces_dir +
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"\nL|'no-faces': Identify frames that exist within the alignment file but no "
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"faces were detected." + output_opts + frames_dir +
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"\nL|'reformat': Save a copy of alignments file in a different format. "
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"Specify a format with the -fmt option. Alignments can be converted from "
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"DeepFaceLab by specifing: '-a dfl -fc <source faces folder>'"
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"\nL|'remove-faces': Remove deleted faces from an alignments file. The "
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"original alignments file will be backed up. A different file format for the "
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"alignments file can optionally be specified (-fmt)." + faces_dir +
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"\nL|'remove-frames': Remove deleted frames from an alignments file. The "
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"original alignments file will be backed up. A different file format for "
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"the alignments file can optionally be specified (-fmt)." + frames_dir +
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"\nL|'rename' - Rename faces to correspond with their parent frame and "
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"position index in the alignments file (i.e. how they are named after running "
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"extract)." + faces_dir +
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"\nL|'sort-x': Re-index the alignments from left to right. For alignments "
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"with multiple faces this will ensure that the left-most face is at index 0 "
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"Optionally pass in a faces folder (-fc) to also rename extracted faces."
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"\nL|'sort-y': Re-index the alignments from top to bottom. For alignments "
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"with multiple faces this will ensure that the top-most face is at index 0. "
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"Optionally pass in a faces folder (-fc) to also rename extracted faces."
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"\nL|'spatial': Perform spatial and temporal filtering to smooth alignments "
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"(EXPERIMENTAL!)"
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"\nL|'update-hashes': Recalculate the face hashes. Only use this if you have "
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"altered the extracted faces (e.g. colour adjust). The files MUST be "
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"named '<frame_name>_face index' (i.e. how they are named after running "
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"extract)." + faces_dir})
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argument_list.append({"opts": ("-a", "--alignments_file"),
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"action": FilesFullPaths,
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"dest": "alignments_file",
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"nargs": "+",
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"required": True,
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"filetypes": "alignments",
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"help": "Full path to the alignments file to be processed. If "
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"merging alignments, then multiple files can be selected, "
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"space separated"})
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argument_list.append({"opts": ("-fc", "-faces_folder"),
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"action": DirFullPaths,
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"dest": "faces_dir",
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"help": "Directory containing extracted faces."})
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argument_list.append({"opts": ("-fr", "-frames_folder"),
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"action": DirOrFileFullPaths,
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"dest": "frames_dir",
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"filetypes": "video",
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"help": "Directory containing source frames "
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"that faces were extracted from."})
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argument_list.append({"opts": ("-fmt", "--alignment_format"),
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"type": str,
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"choices": ("json", "pickle", "yaml"),
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"help": "The file format to save the alignment "
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"data in. Defaults to same as source."})
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argument_list.append({
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"opts": ("-o", "--output"),
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"action": Radio,
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"type": str,
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"choices": ("console", "file", "move"),
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"default": "console",
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"help": "R|How to output discovered items ('faces' and 'frames' only):"
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"\nL|'console': Print the list of frames to the screen. (DEFAULT)"
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"\nL|'file': Output the list of frames to a text file (stored within the "
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" source directory)."
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"\nL|'move': Move the discovered items to a sub-folder within the source "
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"directory."})
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argument_list.append({"opts": ("-een", "--extract-every-n"),
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"type": int,
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"action": Slider,
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"dest": "extract_every_n",
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"min_max": (1, 100),
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"default": 1,
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"rounding": 1,
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"help": "Extract every 'nth' frame. This option will skip frames "
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"when extracting faces. For example a value of 1 will "
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"extract faces from every frame, a value of 10 will extract "
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"faces from every 10th frame. (extract only)"})
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argument_list.append({"opts": ("-sz", "--size"),
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"type": int,
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"action": Slider,
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"min_max": (128, 512),
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"default": 256,
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"rounding": 64,
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"help": "The output size of extracted faces. (extract only)"})
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argument_list.append({"opts": ("-ae", "--align-eyes"),
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"action": "store_true",
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"dest": "align_eyes",
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"default": False,
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"help": "Perform extra alignment to ensure "
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"left/right eyes are at the same "
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"height. (Draw, Extract and manual "
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"only)"})
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argument_list.append({"opts": ("-dm", "--disable-monitor"),
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"action": "store_true",
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"dest": "disable_monitor",
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"default": False,
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"help": "Enable this option if manual "
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"alignments window is closing "
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"instantly. (Manual only)"})
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return argument_list
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class PreviewArgs(FaceSwapArgs):
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""" Class to parse the command line arguments for Preview (Convert Settings) tool """
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def get_argument_list(self):
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argument_list = list()
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argument_list.append({"opts": ("-i", "--input-dir"),
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"action": DirOrFileFullPaths,
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"filetypes": "video",
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"dest": "input_dir",
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"required": True,
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"help": "Input directory or video. Either a directory containing "
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"the image files you wish to process or path to a video "
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"file."})
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argument_list.append({"opts": ("-al", "--alignments"),
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"action": FileFullPaths,
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"filetypes": "alignments",
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"type": str,
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"dest": "alignments_path",
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"help": "Path to the alignments file for the input, if not at the "
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"default location"})
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argument_list.append({"opts": ("-m", "--model-dir"),
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"action": DirFullPaths,
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"dest": "model_dir",
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"required": True,
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"help": "Model directory. A directory containing the trained model "
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"you wish to process."})
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argument_list.append({"opts": ("-s", "--swap-model"),
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"action": "store_true",
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"dest": "swap_model",
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"default": False,
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"help": "Swap the model. Instead of A -> B, "
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"swap B -> A"})
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return argument_list
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class EffmpegArgs(FaceSwapArgs):
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""" Class to parse the command line arguments for EFFMPEG tool """
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@staticmethod
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def __parse_transpose(value):
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index = 0
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opts = ["(0, 90CounterClockwise&VerticalFlip)",
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"(1, 90Clockwise)",
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"(2, 90CounterClockwise)",
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"(3, 90Clockwise&VerticalFlip)"]
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if len(value) == 1:
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index = int(value)
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else:
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for i in range(5):
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if value in opts[i]:
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index = i
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break
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return opts[index]
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def get_argument_list(self):
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argument_list = list()
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argument_list.append({"opts": ('-a', '--action'),
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"action": Radio,
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"dest": "action",
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"choices": ("extract", "gen-vid", "get-fps",
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"get-info", "mux-audio", "rescale",
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"rotate", "slice"),
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"default": "extract",
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"help": "R|Choose which action you want ffmpeg "
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"ffmpeg to do."
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"\nL|'slice' cuts a portion of the video "
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"into a separate video file."
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"\nL|'get-fps' returns the chosen video's "
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"fps."})
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argument_list.append({"opts": ('-i', '--input'),
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"action": ContextFullPaths,
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"dest": "input",
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"default": "input",
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"help": "Input file.",
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"required": True,
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"action_option": "-a",
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"filetypes": "video"})
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argument_list.append({"opts": ('-o', '--output'),
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"action": ContextFullPaths,
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"dest": "output",
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"default": "",
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"help": "Output file. If no output is "
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"specified then: if the output is "
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"meant to be a video then a video "
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"called 'out.mkv' will be created in "
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"the input directory; if the output is "
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"meant to be a directory then a "
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"directory called 'out' will be "
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"created inside the input "
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"directory."
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"Note: the chosen output file "
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"extension will determine the file "
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"encoding.",
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"action_option": "-a",
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"filetypes": "video"})
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argument_list.append({"opts": ('-r', '--reference-video'),
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"action": FileFullPaths,
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"dest": "ref_vid",
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"default": None,
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"help": "Path to reference video if 'input' "
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"was not a video.",
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"filetypes": "video"})
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argument_list.append({"opts": ('-fps', '--fps'),
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"type": str,
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"dest": "fps",
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"default": "-1.0",
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"help": "Provide video fps. Can be an integer, "
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"float or fraction. Negative values "
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"will make the program try to get the "
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"fps from the input or reference "
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"videos."})
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argument_list.append({"opts": ("-ef", "--extract-filetype"),
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"action": Radio,
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"choices": _image_extensions,
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"dest": "extract_ext",
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"default": ".png",
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"help": "Image format that extracted images "
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"should be saved as. '.bmp' will offer "
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"the fastest extraction speed, but "
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"will take the most storage space. "
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"'.png' will be slower but will take "
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"less storage."})
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argument_list.append({"opts": ('-s', '--start'),
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"type": str,
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"dest": "start",
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"default": "00:00:00",
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"help": "Enter the start time from which an "
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"action is to be applied. "
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"Default: 00:00:00, in HH:MM:SS "
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"format. You can also enter the time "
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"with or without the colons, e.g. "
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"00:0000 or 026010."})
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argument_list.append({"opts": ('-e', '--end'),
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"type": str,
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"dest": "end",
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"default": "00:00:00",
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"help": "Enter the end time to which an action "
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"is to be applied. If both an end time "
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"and duration are set, then the end "
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"time will be used and the duration "
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"will be ignored. "
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"Default: 00:00:00, in HH:MM:SS."})
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argument_list.append({"opts": ('-d', '--duration'),
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"type": str,
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"dest": "duration",
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"default": "00:00:00",
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"help": "Enter the duration of the chosen "
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"action, for example if you enter "
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"00:00:10 for slice, then the first 10 "
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"seconds after and including the start "
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"time will be cut out into a new "
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"video. "
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"Default: 00:00:00, in HH:MM:SS "
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"format. You can also enter the time "
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"with or without the colons, e.g. "
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"00:0000 or 026010."})
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argument_list.append({"opts": ('-m', '--mux-audio'),
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"action": "store_true",
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"dest": "mux_audio",
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"default": False,
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"help": "Mux the audio from the reference "
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"video into the input video. This "
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"option is only used for the 'gen-vid' "
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"action. 'mux-audio' action has this "
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"turned on implicitly."})
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argument_list.append(
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{"opts": ('-tr', '--transpose'),
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"choices": ("(0, 90CounterClockwise&VerticalFlip)",
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"(1, 90Clockwise)",
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"(2, 90CounterClockwise)",
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"(3, 90Clockwise&VerticalFlip)"),
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"type": lambda v: self.__parse_transpose(v),
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"dest": "transpose",
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"default": None,
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"help": "Transpose the video. If transpose is "
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"set, then degrees will be ignored. For "
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"cli you can enter either the number "
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"or the long command name, "
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"e.g. to use (1, 90Clockwise) "
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"-tr 1 or -tr 90Clockwise"})
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argument_list.append({"opts": ('-de', '--degrees'),
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"type": str,
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"dest": "degrees",
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"default": None,
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"help": "Rotate the video clockwise by the "
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"given number of degrees."})
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argument_list.append({"opts": ('-sc', '--scale'),
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"type": str,
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"dest": "scale",
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"default": "1920x1080",
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"help": "Set the new resolution scale if the "
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"chosen action is 'rescale'."})
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argument_list.append({"opts": ('-pr', '--preview'),
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"action": "store_true",
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"dest": "preview",
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"default": False,
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"help": "Uses ffplay to preview the effects of "
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"actions that have a video output. "
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"Currently preview does not work when "
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"muxing audio."})
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argument_list.append({"opts": ('-q', '--quiet'),
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"action": "store_true",
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"dest": "quiet",
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"default": False,
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"help": "Reduces output verbosity so that only "
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"serious errors are printed. If both "
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"quiet and verbose are set, verbose "
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"will override quiet."})
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argument_list.append({"opts": ('-v', '--verbose'),
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"action": "store_true",
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"dest": "verbose",
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"default": False,
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"help": "Increases output verbosity. If both "
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"quiet and verbose are set, verbose "
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"will override quiet."})
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return argument_list
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class SortArgs(FaceSwapArgs):
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""" Class to parse the command line arguments for sort tool """
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@staticmethod
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def get_argument_list():
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""" Put the arguments in a list so that they are accessible from both
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argparse and gui """
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argument_list = list()
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argument_list.append({"opts": ('-i', '--input'),
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"action": DirFullPaths,
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"dest": "input_dir",
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"default": "input_dir",
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"help": "Input directory of aligned faces.",
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"required": True})
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argument_list.append({"opts": ('-o', '--output'),
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"action": DirFullPaths,
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"dest": "output_dir",
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"default": "_output_dir",
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"help": "Output directory for sorted aligned "
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"faces."})
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argument_list.append({"opts": ('-fp', '--final-process'),
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"action": Radio,
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"type": str,
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"choices": ("folders", "rename"),
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"dest": 'final_process',
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"default": "rename",
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"help": "R|Default: rename."
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"\nL|'folders': files are sorted using "
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"the -s/--sort-by method, then they "
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"are organized into folders using "
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"the -g/--group-by grouping method."
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"\nL|'rename': files are sorted using "
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"the -s/--sort-by then they are "
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"renamed."})
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argument_list.append({"opts": ('-k', '--keep'),
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"action": 'store_true',
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"dest": 'keep_original',
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"default": False,
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"help": "Keeps the original files in the input "
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"directory. Be careful when using this "
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"with rename grouping and no specified "
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"output directory as this would keep "
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"the original and renamed files in the "
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"same directory."})
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argument_list.append({"opts": ('-s', '--sort-by'),
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"action": Radio,
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"type": str,
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"choices": ("blur", "face", "face-cnn", "face-cnn-dissim",
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"face-yaw", "hist", "hist-dissim"),
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"dest": 'sort_method',
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"default": "hist",
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"help": "R|Sort by method. Choose how images are sorted. "
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"\nL|'blur': Sort faces by blurriness."
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"\nL|'face': Use VGG Face to sort by face similarity. This "
|
|
"uses a pairwise clustering algorithm to check the "
|
|
"distances between 4096 features on every face in your set "
|
|
"and order them appropriately. WARNING: On very large "
|
|
"datasets it is possible to run out of memory performing "
|
|
"this calculation."
|
|
"\nL|'face-cnn': Sort faces by their landmarks. You can "
|
|
"adjust the threshold with the '-t' (--ref_threshold) "
|
|
"option."
|
|
"\nL|'face-cnn-dissim': Like 'face-cnn' but sorts by "
|
|
"dissimilarity."
|
|
"\nL|'face-yaw': Sort faces by Yaw (rotation left to right)."
|
|
"\nL|'hist': Sort faces by their color histogram. You can "
|
|
"adjust the threshold with the '-t' (--ref_threshold) "
|
|
"option."
|
|
"\nL|'hist-dissim': Like 'hist' but sorts by "
|
|
"dissimilarity."
|
|
"\nDefault: hist"})
|
|
|
|
argument_list.append({"opts": ('-g', '--group-by'),
|
|
"action": Radio,
|
|
"type": str,
|
|
"choices": ("blur", "face-cnn", "face-yaw", "hist"),
|
|
"dest": 'group_method',
|
|
"default": "hist",
|
|
"help": "Group by method. "
|
|
"When -fp/--final-processing by "
|
|
"folders choose the how the images are "
|
|
"grouped after sorting. "
|
|
"Default: hist"})
|
|
|
|
argument_list.append({"opts": ('-t', '--ref_threshold'),
|
|
"action": Slider,
|
|
"min_max": (-1.0, 10.0),
|
|
"rounding": 2,
|
|
"type": float,
|
|
"dest": 'min_threshold',
|
|
"default": -1.0,
|
|
"help": "Float value. "
|
|
"Minimum threshold to use for grouping comparison with "
|
|
"'face-cnn' and 'hist' methods. The lower the value the "
|
|
"more discriminating the grouping is. Leaving -1.0 will "
|
|
"allow the program set the default value automatically. "
|
|
"For face-cnn 7.2 should be enough, with 4 being very "
|
|
"discriminating. For hist 0.3 should be enough, with 0.2 "
|
|
"being very discriminating. Be careful setting a value "
|
|
"that's too low in a directory with many images, as this "
|
|
"could result in a lot of directories being created. "
|
|
"Defaults: face-cnn 7.2, hist 0.3"})
|
|
|
|
argument_list.append({"opts": ('-b', '--bins'),
|
|
"action": Slider,
|
|
"min_max": (1, 100),
|
|
"rounding": 1,
|
|
"type": int,
|
|
"dest": 'num_bins',
|
|
"default": 5,
|
|
"help": "Integer value. "
|
|
"Number of folders that will be used "
|
|
"to group by blur and face-yaw. "
|
|
"For blur folder 0 will be the least "
|
|
"blurry, while the last folder will be "
|
|
"the blurriest. "
|
|
"For face-yaw the number of bins is by "
|
|
"how much 180 degrees is divided. So "
|
|
"if you use 18, then each folder will "
|
|
"be a 10 degree increment. Folder 0 "
|
|
"will contain faces looking the most "
|
|
"to the left whereas the last folder "
|
|
"will contain the faces looking the "
|
|
"most to the right. "
|
|
"If the number of images doesn't "
|
|
"divide evenly into the number of "
|
|
"bins, the remaining images get put in "
|
|
"the last bin."
|
|
"Default value: 5"})
|
|
|
|
argument_list.append({"opts": ("-be", "--backend"),
|
|
"action": Radio,
|
|
"type": str.upper,
|
|
"choices": ("CPU", "OPENCL"),
|
|
"default": "CPU",
|
|
"help": "Backend to use for VGG Face inference. OpenCL is slightly "
|
|
"faster but may not be available on all systems. Only used "
|
|
"for sort by 'face'."})
|
|
|
|
argument_list.append({"opts": ('-l', '--log-changes'),
|
|
"action": 'store_true',
|
|
"dest": 'log_changes',
|
|
"default": False,
|
|
"help": "Logs file renaming changes if "
|
|
"grouping by renaming, or it logs the "
|
|
"file copying/movement if grouping by "
|
|
"folders. If no log file is specified "
|
|
"with '--log-file', then a "
|
|
"'sort_log.json' file will be created "
|
|
"in the input directory."})
|
|
|
|
argument_list.append({"opts": ('-lf', '--log-file'),
|
|
"action": SaveFileFullPaths,
|
|
"filetypes": "alignments",
|
|
"dest": 'log_file_path',
|
|
"default": 'sort_log.json',
|
|
"help": "Specify a log file to use for saving "
|
|
"the renaming or grouping information. "
|
|
"If specified extension isn't 'json' "
|
|
"or 'yaml', then json will be used as "
|
|
"the serializer, with the supplied "
|
|
"filename. "
|
|
"Default: sort_log.json"})
|
|
|
|
return argument_list
|