Suriyaaan commited on
Commit
7bb7530
·
verified ·
1 Parent(s): 3f40137

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +4 -0
app.py CHANGED
@@ -32,6 +32,7 @@ if st.button("Train"):
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  cmap="gray"
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  )
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  axs[i].axis("off")
 
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  with col2:
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  st.write("Conv2D Layer")
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  sub = Model(inputs=model.inputs[0],outputs=model.layers[0].output)
@@ -39,9 +40,12 @@ if st.button("Train"):
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  for i in range(6):
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  ax[i].imshow(sub.predict(x_train[0:1,:].reshape(1,28,28,1))[0,:,:,i],cmap="gray")
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  ax[i].axis("off")
 
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  with col3:
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  st.write("Average Pooling Layer")
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  max1 = Model(inputs=model.inputs[0],outputs=model.layers[1].output)
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  fig,ax1 = plt.subplots(6,1,figsize=(8,6))
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  for i in range(6):
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  ax1[i].imshow(max1.predict(x_train[0:1,:].reshape(1,28,28,1))[0,:,:,i],cmap="gray")
 
 
 
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  cmap="gray"
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  )
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  axs[i].axis("off")
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+ st.pyplot(fig)
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  with col2:
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  st.write("Conv2D Layer")
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  sub = Model(inputs=model.inputs[0],outputs=model.layers[0].output)
 
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  for i in range(6):
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  ax[i].imshow(sub.predict(x_train[0:1,:].reshape(1,28,28,1))[0,:,:,i],cmap="gray")
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  ax[i].axis("off")
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+ st.pyplot(fig)
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  with col3:
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  st.write("Average Pooling Layer")
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  max1 = Model(inputs=model.inputs[0],outputs=model.layers[1].output)
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  fig,ax1 = plt.subplots(6,1,figsize=(8,6))
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  for i in range(6):
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  ax1[i].imshow(max1.predict(x_train[0:1,:].reshape(1,28,28,1))[0,:,:,i],cmap="gray")
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+ ax1[i].axis("off")
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+ st.pyplot(fig)