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chenpangpang
transformers
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098b0026
Unverified
Commit
098b0026
authored
Apr 11, 2022
by
Patrick von Platen
Committed by
GitHub
Apr 11, 2022
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[Doctests] Correct task summary (#16644)
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docs/source/en/task_summary.mdx
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098b0026
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...
@@ -1090,16 +1090,15 @@ The following examples demonstrate how to use a [`pipeline`] and a model and tok
>>> from transformers import pipeline
>>> vision_classifier = pipeline(task="image-classification")
>>> vision_classifier(
>>>
result =
vision_classifier(
... images="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/pipeline-cat-chonk.jpeg"
... )
[{'
label
': '
lynx
,
catamount
', '
score
': 0.4403027892112732},
{'
label
': '
cougar
,
puma
,
catamount
,
mountain
lion
,
painter
,
panther
,
Felis
concolor
',
'
score
': 0.03433405980467796},
{'
label
': '
snow
leopard
,
ounce
,
Panthera
uncia
',
'
score
': 0.032148055732250214},
{'
label
': '
Egyptian
cat
', '
score
': 0.02353910356760025},
{'
label
': '
tiger
cat
', '
score
': 0.023034192621707916}]
>>> print("\n".join([f"Class {d['
label
']} with score {round(d['
score
'], 4)}" for d in result]))
Class lynx, catamount with score 0.4335
Class cougar, puma, catamount, mountain lion, painter, panther, Felis concolor with score 0.0348
Class snow leopard, ounce, Panthera uncia with score 0.0324
Class Egyptian cat with score 0.0239
Class tiger cat with score 0.0229
```
The general process for using a model and feature extractor for image classification is:
...
...
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