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-rw-r--r--file-tagger.py21
1 files changed, 18 insertions, 3 deletions
diff --git a/file-tagger.py b/file-tagger.py
index 70909c8..36953ec 100644
--- a/file-tagger.py
+++ b/file-tagger.py
@@ -30,8 +30,15 @@ def walk(args):
return
if args["predict_images"]:
- #predictor = Predictor(Predictor.BackendTorch(top=args["predict_images_top"]))
- predictor = Predictor(Predictor.BackendTensorflow(top=args["predict_images_top"], detail=(not args["predict_images_skip_detail"]), detail_factor=args["predict_images_detail_factor"]))
+ backend = {
+ "torch": Predictor.BackendTorch,
+ "tensorflow": Predictor.BackendTensorflow,
+ "keras": Predictor.BackendTensorflow
+ }.get(args["predict_images_backend"])
+ if backend == Predictor.BackendTorch:
+ predictor = Predictor(Predictor.BackendTorch(top=args["predict_images_top"]))
+ elif backend == Predictor.BackendTensorflow:
+ predictor = Predictor(Predictor.BackendTensorflow(top=args["predict_images_top"], detail=(not args["predict_images_skip_detail"]), detail_factor=args["predict_images_detail_factor"]))
for i in range(args["index"], len(files)):
file_path = files[i]
@@ -40,6 +47,10 @@ def walk(args):
not_empty = bool(tags)
logger.info("Existing tags: {}".format(tags))
+ if (not_empty and args["skip_tagged"]):
+ logger.info("Already tagged, skipping.")
+ continue
+
if args["open_system"]:
open_system(file_path)
@@ -95,13 +106,15 @@ if __name__ == "__main__":
parser.add_argument('-f', '--file-dir', nargs='?', default='.', type=dir_path, help='File directory for walking (default: %(default)s)')
parser.add_argument('-g', '--gui', nargs='?', const=1, default=False, type=bool, help='Show main GUI (default: %(default)s)')
parser.add_argument('--predict-images', nargs='?', const=1, default=False, type=bool, help='Use prediction for image tagging (default: %(default)s)')
+ parser.add_argument('--predict-images-backend', nargs='?', const=1, choices=["torch", "tensorflow", "keras"], default="torch", type=str.lower, help='Determines which backend should be used for keyword prediction (default: %(default)s)')
parser.add_argument('--predict-images-top', nargs='?', const=1, default=10, type=int, help='Defines how many top prediction keywords should be used (default: %(default)s)')
parser.add_argument('--predict-images-detail-factor', nargs='?', const=1, default=2, type=int, help='Width factor for detail scan, multiplied by 224 for ResNet50 (default: %(default)s)')
parser.add_argument('--predict-images-skip-detail', nargs='?', const=1, default=False, type=bool, help='Skip detail scan in image prediction (default: %(default)s)')
parser.add_argument('--gui-tag', nargs='?', const=1, default=False, type=bool, help='Show GUI for tagging (default: %(default)s)')
parser.add_argument('--gui-image-length', nargs='?', const=1, default=800, type=int, help='Length of longest side for preview (default: %(default)s)')
parser.add_argument('--open-system', nargs='?', const=1, default=False, type=bool, help='Open all files with system default (default: %(default)s)')
- parser.add_argument('-s', '--skip-prompt', nargs='?', const=1, default=False, type=bool, help='Skip prompt for file tags (default: %(default)s)')
+ parser.add_argument('--skip-prompt', nargs='?', const=1, default=False, type=bool, help='Skip prompt for file tags (default: %(default)s)')
+ parser.add_argument('--skip-tagged', nargs='?', const=1, default=False, type=bool, help='Skip already tagged files (default: %(default)s)')
parser.add_argument('-i', '--index', nargs='?', const=1, default=0, type=int, help='Start tagging at the given file index (default: %(default)s)')
parser.add_argument('-v', '--verbose', action="count", default=0, help="Verbosity level")
args = parser.parse_args()
@@ -121,6 +134,7 @@ if __name__ == "__main__":
"file_dir": args.file_dir,
"gui": args.gui,
"predict_images": args.predict_images,
+ "predict_images_backend": args.predict_images_backend,
"predict_images_top": args.predict_images_top,
"predict_images_detail_factor": args.predict_images_detail_factor,
"predict_images_skip_detail": args.predict_images_skip_detail,
@@ -128,6 +142,7 @@ if __name__ == "__main__":
"gui_image_length": args.gui_image_length,
"open_system": args.open_system,
"skip_prompt": args.skip_prompt,
+ "skip_tagged": args.skip_tagged,
"index": args.index,
"verbosity": args.verbose
}