Update app.py

app.py

@@ -308,24 +308,4 @@ with gr.Blocks() as app:
                 aiornot2, [inp], [outp2, n_out2]).then(
                 tot_prob, None, fin, show_progress=False)
 
-        # Tab for batch processing
-        with gr.Tab("Batch Image Processing"):
-            zip_file = gr.File(label="Upload Zip (two folders: real, ai)")
-            batch_btn = gr.Button("Process Batch")
-
-            for i, model in enumerate(models):
-                with gr.Group():
-                    gr.Markdown(f"### Results for {model}")
-                    globals()[f'output_acc{i}'] = gr.Label(label=f"Model {i} Accuracy")
-                    globals()[f'output_roc{i}'] = gr.Label(label=f"Model {i} ROC Score")
-                    globals()[f'output_report{i}'] = gr.Textbox(label=f"Model {i} Classification Report", lines=10)
-                    globals()[f'output_cm{i}'] = gr.Plot(label=f"Model {i} Confusion Matrix")
-                    globals()[f'output_roc_plot{i}'] = gr.Plot(label=f"Model {i} ROC Curve")
-
-    # Connect batch processing
-    batch_btn.click(process_zip, zip_file, 
-                    [output_acc0, output_roc0, output_report0, output_cm0, output_roc_plot0,
-                     output_acc1, output_roc1, output_report1, output_cm1, output_roc_plot1,
-                     output_acc2, output_roc2, output_report2, output_cm2, output_roc_plot2])
-
 app.launch(show_api=False, max_threads=24)