danielcd99 commited on
Commit
2d29ff9
1 Parent(s): 1b8bd99

Changed the labels to english

Browse files
Files changed (1) hide show
  1. app.py +2 -4
app.py CHANGED
@@ -2,7 +2,7 @@ import gradio as gr
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  import torch
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  from Model import LeNet
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- labels = ['Zero','Um','Dois','Três','Quatro','Cinco','Seis','Sete','Oito', 'Nove']
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  # Locate device
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  if torch.cuda.is_available():
@@ -12,8 +12,6 @@ else:
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  device = torch.device("cpu")
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  print("CPU")
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-
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-
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  # Loading model
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  model = LeNet().to(device)
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  model.load_state_dict(torch.load("model_mnist.pth", map_location=torch.device('cpu')))
@@ -28,6 +26,6 @@ def predict(input):
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  confidences = {labels[i]: float(prediction[i]) for i in range(10)}
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  return confidences
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- gr.Interface(title='Classificador de dígitos', fn=predict,
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  inputs="sketchpad",
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  outputs=gr.Label(num_top_classes=3)).launch(share=False, debug=True)
 
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  import torch
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  from Model import LeNet
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+ labels = ['Zero','One','Two','Three','Four','Five','Six','Seven','Eight', 'Nine']
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  # Locate device
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  if torch.cuda.is_available():
 
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  device = torch.device("cpu")
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  print("CPU")
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  # Loading model
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  model = LeNet().to(device)
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  model.load_state_dict(torch.load("model_mnist.pth", map_location=torch.device('cpu')))
 
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  confidences = {labels[i]: float(prediction[i]) for i in range(10)}
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  return confidences
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+ gr.Interface(title='Digit classifier', fn=predict,
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  inputs="sketchpad",
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  outputs=gr.Label(num_top_classes=3)).launch(share=False, debug=True)