nielsr HF staff commited on
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9235846
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Update README

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  1. README.md +3 -2
README.md CHANGED
@@ -41,11 +41,12 @@ url = 'http://images.cocodataset.org/val2017/000000039769.jpg'
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  image = Image.open(requests.get(url, stream=True).raw)
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  feature_extractor = ViTFeatureExtractor.from_pretrained('google/vit-base-patch16-384')
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  model = ViTForImageClassification.from_pretrained('google/vit-base-patch16-384')
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- inputs = feature_extractor(images=image)
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  outputs = model(**inputs)
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  logits = outputs.logits
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  # model predicts one of the 1000 ImageNet classes
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- predicted_class = logits.argmax(-1).item()
 
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  ```
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  Currently, both the feature extractor and model support PyTorch. Tensorflow and JAX/FLAX are coming soon, and the API of ViTFeatureExtractor might change.
 
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  image = Image.open(requests.get(url, stream=True).raw)
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  feature_extractor = ViTFeatureExtractor.from_pretrained('google/vit-base-patch16-384')
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  model = ViTForImageClassification.from_pretrained('google/vit-base-patch16-384')
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+ inputs = feature_extractor(images=image, return_tensors="pt")
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  outputs = model(**inputs)
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  logits = outputs.logits
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  # model predicts one of the 1000 ImageNet classes
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+ predicted_class_idx = logits.argmax(-1).item()
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+ print("Predicted class:", model.config.id2label[predicted_class_idx])
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  ```
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  Currently, both the feature extractor and model support PyTorch. Tensorflow and JAX/FLAX are coming soon, and the API of ViTFeatureExtractor might change.