fixed typo and added last update

app.py

@@ -40,7 +40,8 @@ iface = gr.Interface(
              gradio.DataFrame(label="Habitat Confidence Values",headers=["Classification", "Confidence"]),
              gradio.Image(label="Instance Segmentation Result"),
              gradio.DataFrame(label="Identified Classes Confidence Values",headers=["Classification", "Confidence"])],
-    title="AMBULANT Benthic Identification System"
+    description="Last updated: 16th January 2024",
+    title="AMBULANT Benthic Habitat Identification System"
 )
 iface.launch()
 

habitat_classification.py

@@ -72,7 +72,7 @@ def classify_habitat(species_list):
     })
 
     # Creating a separate DataFrame for Probabilities
-    probabilities_df = pd.DataFrame(classification_probabilities.items(), columns=['Classification', 'Probability'])
+    probabilities_df = pd.DataFrame(classification_probabilities.items(), columns=['Classification', 'Confidence'])
 
     return result_df, probabilities_df