Update app.py

app.py

@@ -427,7 +427,13 @@ def process_video(video_path, num_anomalies, num_components, desired_fps, batch_
             results += f"\n\nTop {num_anomalies} {emotion.capitalize()} Scores:\n"
             results += "\n".join([f"{df[emotion].iloc[i]:.4f} at {df['Timecode'].iloc[i]}" for i in top_indices])
     
-        return results, face_sample, anomaly_plot_all, anomaly_plot_comp, *emotion_plots
+        return (
+            results,  # Text results to a Textbox
+            face_sample,  # Random face sample image
+            anomaly_plot_all,
+            anomaly_plot_comp,
+            *emotion_plots
+        )        
         
 # Gradio interface
 iface = gr.Interface(
@@ -440,8 +446,8 @@ iface = gr.Interface(
         gr.Slider(minimum=1, maximum=64, step=1, value=16, label="Batch Size")
     ],
     outputs=[
-        gr.Image(type="filepath", label="Random Face Sample of Most Frequent Person"),
         gr.Textbox(label="Anomaly Detection Results"),
+        gr.Image(type="filepath", label="Random Face Sample of Most Frequent Person"),
         gr.Plot(label="Anomaly Scores (All Features)"),
         gr.Plot(label="Anomaly Scores (Components Only)"),
         gr.Plot(label="Fear Anomalies"),