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https://github.com/iperov/DeepFaceLab.git
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8484060e01
Enable autobackup? (y/n ?:help skip:%s) : Autobackup model files with preview every hour for last 15 hours. Latest backup located in model/<>_autobackups/01 SAE: added option only for CUDA builds: Enable gradient clipping? (y/n, ?:help skip:%s) : Gradient clipping reduces chance of model collapse, sacrificing speed of training.
83 lines
No EOL
2.3 KiB
Python
83 lines
No EOL
2.3 KiB
Python
from pathlib import Path
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from os import scandir
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image_extensions = [".jpg", ".jpeg", ".png", ".tif", ".tiff"]
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def get_image_paths(dir_path, image_extensions=image_extensions):
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dir_path = Path (dir_path)
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result = []
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if dir_path.exists():
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for x in list(scandir(str(dir_path))):
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if any([x.name.lower().endswith(ext) for ext in image_extensions]):
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result.append(x.path)
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return result
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def get_image_unique_filestem_paths(dir_path, verbose_print_func=None):
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result = get_image_paths(dir_path)
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result_dup = set()
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for f in result[:]:
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f_stem = Path(f).stem
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if f_stem in result_dup:
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result.remove(f)
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if verbose_print_func is not None:
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verbose_print_func ("Duplicate filenames are not allowed, skipping: %s" % Path(f).name )
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continue
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result_dup.add(f_stem)
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return result
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def get_file_paths(dir_path):
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dir_path = Path (dir_path)
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result = []
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if dir_path.exists():
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return [ x.path for x in list(scandir(str(dir_path))) if x.is_file() ]
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return result
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def get_all_dir_names (dir_path):
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dir_path = Path (dir_path)
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result = []
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if dir_path.exists():
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return [ x.name for x in list(scandir(str(dir_path))) if x.is_dir() ]
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return result
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def get_all_dir_names_startswith (dir_path, startswith):
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dir_path = Path (dir_path)
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startswith = startswith.lower()
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result = []
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if dir_path.exists():
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for x in list(scandir(str(dir_path))):
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if x.name.lower().startswith(startswith):
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result.append ( x.name[len(startswith):] )
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return result
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def get_first_file_by_stem (dir_path, stem, exts=None):
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dir_path = Path (dir_path)
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stem = stem.lower()
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if dir_path.exists():
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for x in list(scandir(str(dir_path))):
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if not x.is_file():
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continue
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xp = Path(x.path)
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if xp.stem.lower() == stem and (exts is None or xp.suffix.lower() in exts):
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return xp
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return None
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def move_all_files (src_dir_path, dst_dir_path):
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paths = get_file_paths(src_dir_path)
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for p in paths:
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p = Path(p)
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p.rename ( Path(dst_dir_path) / p.name )
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def delete_all_files (dir_path):
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paths = get_file_paths(dir_path)
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for p in paths:
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p = Path(p)
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p.unlink() |