diff options
| -rw-r--r-- | modules/textual_inversion/dataset.py | 7 | ||||
| -rw-r--r-- | modules/textual_inversion/preprocess.py | 4 |
2 files changed, 8 insertions, 3 deletions
diff --git a/modules/textual_inversion/dataset.py b/modules/textual_inversion/dataset.py index e8394ff6..7c44ea5b 100644 --- a/modules/textual_inversion/dataset.py +++ b/modules/textual_inversion/dataset.py @@ -9,6 +9,9 @@ from torchvision import transforms import random
import tqdm
from modules import devices
+import re
+
+re_tag = re.compile(r"[a-zA-Z][_\w\d()]+")
class PersonalizedBase(Dataset):
@@ -38,8 +41,8 @@ class PersonalizedBase(Dataset): image = image.resize((self.width, self.height), PIL.Image.BICUBIC)
filename = os.path.basename(path)
- filename_tokens = os.path.splitext(filename)[0].replace('_', '-').replace(' ', '-').split('-')
- filename_tokens = [token for token in filename_tokens if token.isalpha()]
+ filename_tokens = os.path.splitext(filename)[0]
+ filename_tokens = re_tag.findall(filename_tokens)
npimage = np.array(image).astype(np.uint8)
npimage = (npimage / 127.5 - 1.0).astype(np.float32)
diff --git a/modules/textual_inversion/preprocess.py b/modules/textual_inversion/preprocess.py index 209e928f..f545a993 100644 --- a/modules/textual_inversion/preprocess.py +++ b/modules/textual_inversion/preprocess.py @@ -26,7 +26,9 @@ def preprocess(process_src, process_dst, process_flip, process_split, process_ca if process_caption:
caption = "-" + shared.interrogator.generate_caption(image)
else:
- caption = ""
+ caption = filename
+ caption = os.path.splitext(caption)[0]
+ caption = os.path.basename(caption)
image.save(os.path.join(dst, f"{index:05}-{subindex[0]}{caption}.png"))
subindex[0] += 1
|