Update app.py

app.py

@@ -24,9 +24,9 @@ def compute(image):
     with st.container():
         st.write("### Classification Outputs:")
         col1, col2, col6 = st.columns(3)
-        col1.metric(predictions[0]['label'], str(round(predictions[0]['score']*100, 1))+"%", delta = 50)
-        col2.metric(predictions[1]['label'], str(round(predictions[1]['score']*100, 1))+"%", delta = 50)
-        col6.metric(predictions[2]['label'], str(round(predictions[2]['score']*100, 1))+"%", delta = 50)
+        col1.metric(predictions[0]['label'], str(round(predictions[0]['score']*100, 1))+"%")
+        col2.metric(predictions[1]['label'], str(round(predictions[1]['score']*100, 1))+"%")
+        col6.metric(predictions[2]['label'], str(round(predictions[2]['score']*100, 1))+"%")
     return None
 
 # INIT
@@ -34,11 +34,11 @@ with st.spinner('Loading the model, this could take some time...'):
     pipeline = loadModel()
 
 # TITLE
-st.write("# Fire in Forest Environments")
-st.write("""Wildfires or forest fires are *unpredictable catastrophic and destructive* events that affect *rural areas*. 
-The impact of these events affects both *vegetation and wildlife*. 
+st.write("# 🌲 Fire in Forest Environments 🌲")
+st.write("""Wildfires or forest fires are **unpredictable catastrophic and destructive** events that affect **rural areas**. 
+The impact of these events affects both **vegetation and wildlife**. 
 
-This application showcases the *vit-fire-detection* model, a version of google **vit-base-patch16-224-in21k** vision transformer *fine-tuned for smoke and fire detection*. In particular, we can imagine a setup in which webcams, drones, or other recording devices *take pictures of a wild environment every t seconds or minutes*. The proposed system is then able to classify the current situation as *normal, smoke, or fire*. 
+This application showcases the **vit-fire-detection** model, a version of google **vit-base-patch16-224-in21k** vision transformer fine-tuned for **smoke and fire detection**. In particular, we can imagine a setup in which webcams, drones, or other recording devices **take pictures of a wild environment every t seconds or minutes**. The proposed system is then able to classify the current situation as **normal, smoke, or fire**. 
 """)
 
 st.write("### Upload an image to see the classifier in action")