Niharmahesh commited on
Commit
4ef1666
1 Parent(s): 9682d7c

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +5 -5
app.py CHANGED
@@ -63,16 +63,16 @@ with tab1:
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  col1, col2 = st.columns(2)
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  with col1:
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  st.image(image, caption="Uploaded Image", use_column_width=True)
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-
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- probabilities, landmarks = process_and_predict(image, model)
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-
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  if probabilities is not None and landmarks is not None:
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  with col2:
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  st.subheader("Top 5 Predictions:")
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  top_indices = np.argsort(probabilities)[::-1][:5]
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  for i in top_indices:
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  st.write(f"{model.classes_[i]}: {probabilities[i]:.2f}")
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-
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  fig = plot_hand_landmarks(landmarks, "Detected Hand Landmarks")
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  st.pyplot(fig)
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  else:
@@ -96,7 +96,7 @@ with tab2:
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  try:
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  image = cv2.imread(image_path)
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  if image is not None:
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- probabilities, landmarks = process_and_predict(image, model)
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  if landmarks is not None:
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  fig = plot_hand_landmarks(landmarks, f"Hand Landmarks for {alphabet}")
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  st.pyplot(fig)
 
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  col1, col2 = st.columns(2)
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  with col1:
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  st.image(image, caption="Uploaded Image", use_column_width=True)
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+
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+ probabilities, landmarks = process_and_predict(image)
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+
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  if probabilities is not None and landmarks is not None:
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  with col2:
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  st.subheader("Top 5 Predictions:")
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  top_indices = np.argsort(probabilities)[::-1][:5]
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  for i in top_indices:
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  st.write(f"{model.classes_[i]}: {probabilities[i]:.2f}")
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+
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  fig = plot_hand_landmarks(landmarks, "Detected Hand Landmarks")
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  st.pyplot(fig)
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  else:
 
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  try:
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  image = cv2.imread(image_path)
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  if image is not None:
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+ probabilities, landmarks = process_and_predict(image)
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  if landmarks is not None:
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  fig = plot_hand_landmarks(landmarks, f"Hand Landmarks for {alphabet}")
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  st.pyplot(fig)