guserrl commited on
Commit
5a1b280
1 Parent(s): d006686

Update app.py

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Files changed (1) hide show
  1. app.py +4 -5
app.py CHANGED
@@ -2,14 +2,13 @@ from huggingface_hub import from_pretrained_fastai
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  import gradio as gr
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  from fastai.vision.all import *
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- learner = from_pretrained_fastai("modelo")
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- labels = learner.dls.vocab
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  # Definimos una funci贸n que se encarga de llevar a cabo las predicciones
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  def predict(text):
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- #img = PILImage.create(img)
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- pred,pred_idx,probs = learner.predict(img)
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  return {labels[i]: float(probs[i]) for i in range(len(labels))}
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  # Creamos la interfaz y la lanzamos.
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- gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(128, 128)), outputs=gr.outputs.Label(num_top_classes=3)).launch(share=False)
 
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  import gradio as gr
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  from fastai.vision.all import *
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+ learner = load_learner("modelo")
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+ labels = [0,1]
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  # Definimos una funci贸n que se encarga de llevar a cabo las predicciones
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  def predict(text):
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+ pred,pred_idx,probs = learner.predict(text)
 
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  return {labels[i]: float(probs[i]) for i in range(len(labels))}
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  # Creamos la interfaz y la lanzamos.
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+ gr.Interface(fn=predict, inputs=gr.inputs.Text(), outputs=gr.outputs.Label(num_top_classes=3)).launch(share=False)