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f709fa8
1
Parent(s):
77b9e27
Fix bug in gradio
Browse files
app.py
CHANGED
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@@ -7,7 +7,7 @@ def classifyArchitecture(img):
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classifier = AutoModelForImageClassification.from_pretrained("hanslab37/architectural_styles_classifier")
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# Transform our image and pass it through the model
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inputs = image_processor(
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output = classifier(**inputs)
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# Display the image
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@@ -18,13 +18,8 @@ def classifyArchitecture(img):
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preds = proba.argmax(1)
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result = f'Predicted Architectural Styles: {classifier.config.id2label[preds.item()]} (Confidence: {proba[0][preds.item()].item()})'
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# score: {0},
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# label: {1}
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# }
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# '''.format(proba[0][preds.item()].item(), classifier.config.id2label[preds.item()])
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# epred = "Label: {0}, Score: {1}".format(classifier.config.id2label[i], proba[0][i].item())
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return result
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page = gr.Interface(fn=classifyArchitecture, inputs="image", outputs="text")
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page.launch()
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classifier = AutoModelForImageClassification.from_pretrained("hanslab37/architectural_styles_classifier")
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# Transform our image and pass it through the model
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inputs = image_processor(img, return_tensors="pt")
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output = classifier(**inputs)
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# Display the image
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preds = proba.argmax(1)
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result = f'Predicted Architectural Styles: {classifier.config.id2label[preds.item()]} (Confidence: {proba[0][preds.item()].item()})'
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return result
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page = gr.Interface(fn=classifyArchitecture, inputs="image", outputs="text", title="Classify Architecture Styles",)
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page.launch()
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