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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
...
@@ -1090,16 +1090,15 @@ The following examples demonstrate how to use a [`pipeline`] and a model and tok
...
@@ -1090,16 +1090,15 @@ The following examples demonstrate how to use a [`pipeline`] and a model and tok
>>> from transformers import pipeline
>>> from transformers import pipeline
>>> vision_classifier = pipeline(task="image-classification")
>>> 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"
... images="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/pipeline-cat-chonk.jpeg"
... )
... )
[{'
label
': '
lynx
,
catamount
', '
score
': 0.4403027892112732},
>>> print("\n".join([f"Class {d['
label
']} with score {round(d['
score
'], 4)}" for d in result]))
{'
label
': '
cougar
,
puma
,
catamount
,
mountain
lion
,
painter
,
panther
,
Felis
concolor
',
Class lynx, catamount with score 0.4335
'
score
': 0.03433405980467796},
Class cougar, puma, catamount, mountain lion, painter, panther, Felis concolor with score 0.0348
{'
label
': '
snow
leopard
,
ounce
,
Panthera
uncia
',
Class snow leopard, ounce, Panthera uncia with score 0.0324
'
score
': 0.032148055732250214},
Class Egyptian cat with score 0.0239
{'
label
': '
Egyptian
cat
', '
score
': 0.02353910356760025},
Class tiger cat with score 0.0229
{'
label
': '
tiger
cat
', '
score
': 0.023034192621707916}]
```
```
The general process for using a model and feature extractor for image classification is:
The general process for using a model and feature extractor for image classification is:
...
...
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