philschmid HF staff commited on
Commit
fa96f60
1 Parent(s): 592b634

Delete pipeline.py

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  1. pipeline.py +0 -27
pipeline.py DELETED
@@ -1,27 +0,0 @@
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- from typing import Dict, List, Any
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- from PIL import Image
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- from io import BytesIO
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- from transformers import pipeline
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- import base64
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-
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-
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- class PreTrainedPipeline():
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- def __init__(self, path=""):
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- self.pipeline=pipeline("zero-shot-image-classification",model=path)
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-
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- def __call__(self, data: Dict[str, Any]) -> List[Dict[str, Any]]:
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- """
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- data args:
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- images (:obj:`PIL.Image`)
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- candiates (:obj:`list`)
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- Return:
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- A :obj:`list`:. The list contains items that are dicts should be liked {"label": "XXX", "score": 0.82}
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- """
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- inputs = data.pop("inputs", data)
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-
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- # decode base64 image to PIL
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- image = Image.open(BytesIO(base64.b64decode(inputs['image'])))
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-
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- # run prediction one image wit provided candiates
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- prediction = self.pipeline(images=[image], candidate_labels=inputs["candiates"])
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- return prediction[0]