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fix bugs 、use lastest model、add ps1 to run #1

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fix bugs 、use lastest model、add ps1 to run #1

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9fc8832
fix list out of range
sdbds Mar 22, 2023
464e2da
Update tag_images_by_wd14_tagger.py
sdbds Mar 22, 2023
98a162d
Add files via upload
sdbds Mar 22, 2023
767cd44
update lastest repo
sdbds Mar 23, 2023
2460d79
Update tagger.ps1
sdbds Mar 23, 2023
f5b87bd
Update tagger.ps1
sdbds Mar 23, 2023
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4 changes: 2 additions & 2 deletions tag_images_by_wd14_tagger.py
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Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@
# from wd14 tagger
IMAGE_SIZE = 448

WD14_TAGGER_REPO = 'SmilingWolf/wd-v1-4-vit-tagger'
WD14_TAGGER_REPO = 'SmilingWolf/wd-v1-4-convnextv2-tagger-v2'
FILES = ["keras_metadata.pb", "saved_model.pb", "selected_tags.csv"]
SUB_DIR = "variables"
SUB_DIR_FILES = ["variables.data-00000-of-00001", "variables.index"]
Expand Down Expand Up @@ -72,7 +72,7 @@ def run_batch(path_imgs):
# Everything else is tags: pick any where prediction confidence > threshold
tag_text = ""
for i, p in enumerate(prob[4:]): # numpyとか使うのが良いけど、まあそれほど数も多くないのでループで
if p >= args.thresh:
if p >= args.thresh and i < len(tags):
tag_text += ", " + tags[i]

if len(tag_text) > 0:
Expand Down
15 changes: 15 additions & 0 deletions tagger.ps1
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Original file line number Diff line number Diff line change
@@ -0,0 +1,15 @@
# tagger script by @bdsqlsz

# Train data path
$input_img = "./input" # input images path
$batch_size = 4
$thresh = 0.35

python tag_images_by_wd14_tagger.py `
$input_img `
--batch_size=$batch_size `
--thresh=$thresh `
--caption_extension .txt

Write-Output "Tagger finished"
Read-Host | Out-Null ;