lfernandopg commited on
Commit
04de8b3
1 Parent(s): fd4da82

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +15 -4
app.py CHANGED
@@ -7,6 +7,17 @@ import numpy as np
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  model = tf.keras.models.load_model('modelo.h5')
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  file = st.file_uploader("Por favor suba una imagen de ropa (jpg, png, jpeg)", type=['jpg','png','jpeg'])
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  if file is not None:
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  bytes_data = file.read()
@@ -18,16 +29,16 @@ if file is not None:
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  x = np.squeeze(x)
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  x = np.expand_dims(x, axis=0)
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  prediction = model.predict(x)
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- print(prediction)
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-
 
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  col1, col2, col3 = st.columns(3)
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-
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  with col1:
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  st.write("")
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  with col2:
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  image = Image.open(file)
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- st.markdown('<p style="text-align: center;">Image</p>',unsafe_allow_html=True)
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  st.image(image,width=300)
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  with col3:
 
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  model = tf.keras.models.load_model('modelo.h5')
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+ labels = ['Camiseta',
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+ 'Pantalon',
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+ 'Pull-over',
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+ 'Vestido',
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+ 'Abrigo',
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+ 'Sandalia',
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+ 'Camisa',
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+ 'Zapato',
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+ 'Bolso',
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+ 'Bota']
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+
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  file = st.file_uploader("Por favor suba una imagen de ropa (jpg, png, jpeg)", type=['jpg','png','jpeg'])
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  if file is not None:
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  bytes_data = file.read()
 
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  x = np.squeeze(x)
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  x = np.expand_dims(x, axis=0)
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  prediction = model.predict(x)
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+ index = numpy.argmax(prediction[0])
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+ label = labels[index]
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+ text = f"<p style='text-align: center;'>{label}</p>"
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  col1, col2, col3 = st.columns(3)
 
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  with col1:
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  st.write("")
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  with col2:
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  image = Image.open(file)
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+ st.markdown(text,unsafe_allow_html=True)
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  st.image(image,width=300)
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  with col3: