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Update app.py
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app.py
CHANGED
@@ -9,14 +9,14 @@ extractor = AutoFeatureExtractor.from_pretrained("andresgtn/vit-base-bean-health
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model = AutoModelForImageClassification.from_pretrained("andresgtn/vit-base-bean-health-classifier")
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# add to cuda?
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model.eval()
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model.to(device)
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labels = dataset['train'].features['labels'].names
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def classify(im):
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features = extractor(im, return_tensors='pt')
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features.to(device) # move to gpu as model, if available
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with torch.no_grad():
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logits = model(**features).logits
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probability = torch.nn.functional.softmax(logits, dim=-1)
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model = AutoModelForImageClassification.from_pretrained("andresgtn/vit-base-bean-health-classifier")
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# add to cuda?
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#model.eval()
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#model.to(device)
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labels = dataset['train'].features['labels'].names
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def classify(im):
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features = extractor(im, return_tensors='pt')
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#features.to(device) # move to gpu as model, if available
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with torch.no_grad():
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logits = model(**features).logits
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probability = torch.nn.functional.softmax(logits, dim=-1)
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