root commited on
Commit
f709fa8
·
1 Parent(s): 77b9e27

Fix bug in gradio

Browse files
Files changed (1) hide show
  1. app.py +3 -8
app.py CHANGED
@@ -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(image, return_tensors="pt")
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  output = classifier(**inputs)
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  # Display the image
@@ -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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- # result = '''{
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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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+
 
 
 
 
 
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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()