TM9450 commited on
Commit
213f85c
·
1 Parent(s): 59b13b0

Update app.py

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Files changed (1) hide show
  1. app.py +0 -18
app.py CHANGED
@@ -2,21 +2,3 @@ from transformers import pipeline
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  vision_classifier = pipeline(task="image-classification")
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  result = vision_classifier(images="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/pipeline-cat-chonk.jpeg")
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-
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- from transformers import AutoFeatureExtractor, AutoModelForImageClassification
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- import torch
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- from datasets import load_dataset
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-
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- dataset = load_dataset("huggingface/cats-image")
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- image = dataset["test"]["image"][0]
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-
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- feature_extractor = AutoFeatureExtractor.from_pretrained("google/vit-base-patch16-224")
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- model = AutoModelForImageClassification.from_pretrained("google/vit-base-patch16-224")
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-
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- inputs = feature_extractor(image, return_tensors="pt")
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-
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- with torch.no_grad():
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- logits = model(**inputs).logits
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-
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- predicted_label = logits.argmax(-1).item()
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- print(model.config.id2label[predicted_label])
 
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  vision_classifier = pipeline(task="image-classification")
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  result = vision_classifier(images="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/pipeline-cat-chonk.jpeg")