siglip_beta
8
2 languages
license:apache-2.0
by
deepghs
Image Model
OTHER
New
0 downloads
Early-stage
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Mobile
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Server
Quick Summary
WARNING: Do not consider anything in this repo production ready.
Code Examples
Infer with Codebash
pip install dghs-imgutils>=0.17.0Infer with Codebash
pip install dghs-imgutils>=0.17.0Infer with Codebash
pip install dghs-imgutils>=0.17.0Infer with Codebash
pip install dghs-imgutils>=0.17.0Infer with Codebash
pip install dghs-imgutils>=0.17.0Infer with Codebash
pip install dghs-imgutils>=0.17.0Infer with Codepython
from imgutils.generic import siglip_predict
pred = siglip_predict(
images=[
'https://huggingface.co/datasets/narugo1992/nzb_files/resolve/main/eshuushuu_51.webp',
],
texts=[
# short tags
'1girl',
'1boy',
'orange_hair',
'blue_hair',
# long text
'1girl, solo, thighhighs, orange_shirt, twintails, brown_hair, hair_bun, long_hair, double_bun, '
'zettai_ryouiki, jar, sitting, bow, school_uniform, long_sleeves, smile, pink_bow, skirt, orange_skirt, '
'very_long_hair, black_thighhighs, orange_dress, miniskirt',
'food, halo, red_eyes, side_ponytail, skirt, macaron, pink_hair, sailor_collar, holding, '
'black_sailor_collar, cake, long_hair, drumsticks, black_skirt, pleated_skirt, pink_halo, 1girl, '
'ahoge, red_neckerchief, chibi, neckerchief, long_sleeves, holding_food, sash, blush, holding_drumsticks, '
'multiple_views, white_cardigan, looking_at_viewer,'
],
repo_id='deepghs/siglip_beta',
model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
)
print(pred)
# [[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00
# 3.8877626e-15]]Infer with Codepython
from imgutils.generic import siglip_predict
pred = siglip_predict(
images=[
'https://huggingface.co/datasets/narugo1992/nzb_files/resolve/main/eshuushuu_51.webp',
],
texts=[
# short tags
'1girl',
'1boy',
'orange_hair',
'blue_hair',
# long text
'1girl, solo, thighhighs, orange_shirt, twintails, brown_hair, hair_bun, long_hair, double_bun, '
'zettai_ryouiki, jar, sitting, bow, school_uniform, long_sleeves, smile, pink_bow, skirt, orange_skirt, '
'very_long_hair, black_thighhighs, orange_dress, miniskirt',
'food, halo, red_eyes, side_ponytail, skirt, macaron, pink_hair, sailor_collar, holding, '
'black_sailor_collar, cake, long_hair, drumsticks, black_skirt, pleated_skirt, pink_halo, 1girl, '
'ahoge, red_neckerchief, chibi, neckerchief, long_sleeves, holding_food, sash, blush, holding_drumsticks, '
'multiple_views, white_cardigan, looking_at_viewer,'
],
repo_id='deepghs/siglip_beta',
model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
)
print(pred)
# [[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00
# 3.8877626e-15]]Infer with Codepython
from imgutils.generic import siglip_predict
pred = siglip_predict(
images=[
'https://huggingface.co/datasets/narugo1992/nzb_files/resolve/main/eshuushuu_51.webp',
],
texts=[
# short tags
'1girl',
'1boy',
'orange_hair',
'blue_hair',
# long text
'1girl, solo, thighhighs, orange_shirt, twintails, brown_hair, hair_bun, long_hair, double_bun, '
'zettai_ryouiki, jar, sitting, bow, school_uniform, long_sleeves, smile, pink_bow, skirt, orange_skirt, '
'very_long_hair, black_thighhighs, orange_dress, miniskirt',
'food, halo, red_eyes, side_ponytail, skirt, macaron, pink_hair, sailor_collar, holding, '
'black_sailor_collar, cake, long_hair, drumsticks, black_skirt, pleated_skirt, pink_halo, 1girl, '
'ahoge, red_neckerchief, chibi, neckerchief, long_sleeves, holding_food, sash, blush, holding_drumsticks, '
'multiple_views, white_cardigan, looking_at_viewer,'
],
repo_id='deepghs/siglip_beta',
model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
)
print(pred)
# [[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00
# 3.8877626e-15]]Infer with Codepython
from imgutils.generic import siglip_predict
pred = siglip_predict(
images=[
'https://huggingface.co/datasets/narugo1992/nzb_files/resolve/main/eshuushuu_51.webp',
],
texts=[
# short tags
'1girl',
'1boy',
'orange_hair',
'blue_hair',
# long text
'1girl, solo, thighhighs, orange_shirt, twintails, brown_hair, hair_bun, long_hair, double_bun, '
'zettai_ryouiki, jar, sitting, bow, school_uniform, long_sleeves, smile, pink_bow, skirt, orange_skirt, '
'very_long_hair, black_thighhighs, orange_dress, miniskirt',
'food, halo, red_eyes, side_ponytail, skirt, macaron, pink_hair, sailor_collar, holding, '
'black_sailor_collar, cake, long_hair, drumsticks, black_skirt, pleated_skirt, pink_halo, 1girl, '
'ahoge, red_neckerchief, chibi, neckerchief, long_sleeves, holding_food, sash, blush, holding_drumsticks, '
'multiple_views, white_cardigan, looking_at_viewer,'
],
repo_id='deepghs/siglip_beta',
model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
)
print(pred)
# [[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00
# 3.8877626e-15]]Infer with Codepython
from imgutils.generic import siglip_predict
pred = siglip_predict(
images=[
'https://huggingface.co/datasets/narugo1992/nzb_files/resolve/main/eshuushuu_51.webp',
],
texts=[
# short tags
'1girl',
'1boy',
'orange_hair',
'blue_hair',
# long text
'1girl, solo, thighhighs, orange_shirt, twintails, brown_hair, hair_bun, long_hair, double_bun, '
'zettai_ryouiki, jar, sitting, bow, school_uniform, long_sleeves, smile, pink_bow, skirt, orange_skirt, '
'very_long_hair, black_thighhighs, orange_dress, miniskirt',
'food, halo, red_eyes, side_ponytail, skirt, macaron, pink_hair, sailor_collar, holding, '
'black_sailor_collar, cake, long_hair, drumsticks, black_skirt, pleated_skirt, pink_halo, 1girl, '
'ahoge, red_neckerchief, chibi, neckerchief, long_sleeves, holding_food, sash, blush, holding_drumsticks, '
'multiple_views, white_cardigan, looking_at_viewer,'
],
repo_id='deepghs/siglip_beta',
model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
)
print(pred)
# [[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00
# 3.8877626e-15]]Infer with Codepython
from imgutils.generic import siglip_predict
pred = siglip_predict(
images=[
'https://huggingface.co/datasets/narugo1992/nzb_files/resolve/main/eshuushuu_51.webp',
],
texts=[
# short tags
'1girl',
'1boy',
'orange_hair',
'blue_hair',
# long text
'1girl, solo, thighhighs, orange_shirt, twintails, brown_hair, hair_bun, long_hair, double_bun, '
'zettai_ryouiki, jar, sitting, bow, school_uniform, long_sleeves, smile, pink_bow, skirt, orange_skirt, '
'very_long_hair, black_thighhighs, orange_dress, miniskirt',
'food, halo, red_eyes, side_ponytail, skirt, macaron, pink_hair, sailor_collar, holding, '
'black_sailor_collar, cake, long_hair, drumsticks, black_skirt, pleated_skirt, pink_halo, 1girl, '
'ahoge, red_neckerchief, chibi, neckerchief, long_sleeves, holding_food, sash, blush, holding_drumsticks, '
'multiple_views, white_cardigan, looking_at_viewer,'
],
repo_id='deepghs/siglip_beta',
model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
)
print(pred)
# [[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00
# 3.8877626e-15]][[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00bash
pip install dghs-imgutils[demo]>=0.17.0[[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00bash
pip install dghs-imgutils[demo]>=0.17.0[[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00bash
pip install dghs-imgutils[demo]>=0.17.0[[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00bash
pip install dghs-imgutils[demo]>=0.17.0[[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00bash
pip install dghs-imgutils[demo]>=0.17.0[[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00bash
pip install dghs-imgutils[demo]>=0.17.0[[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00python
from imgutils.generic import SigLIPModel
SigLIPModel(
repo_id='deepghs/siglip_beta',
).launch_demo(
default_model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
)[[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00python
from imgutils.generic import SigLIPModel
SigLIPModel(
repo_id='deepghs/siglip_beta',
).launch_demo(
default_model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
)[[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00python
from imgutils.generic import SigLIPModel
SigLIPModel(
repo_id='deepghs/siglip_beta',
).launch_demo(
default_model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
)[[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00python
from imgutils.generic import SigLIPModel
SigLIPModel(
repo_id='deepghs/siglip_beta',
).launch_demo(
default_model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
)[[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00python
from imgutils.generic import SigLIPModel
SigLIPModel(
repo_id='deepghs/siglip_beta',
).launch_demo(
default_model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
)[[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00python
from imgutils.generic import SigLIPModel
SigLIPModel(
repo_id='deepghs/siglip_beta',
).launch_demo(
default_model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
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