Update app.py

app.py

@@ -1,68 +1,68 @@
 import gradio as gr
 from refacer import Refacer
 import argparse
-import ngrok
+import os
+import requests
 
+# Hugging Face URL to download the model
+model_url = "https://huggingface.co/ofter/4x-UltraSharp/resolve/main/inswapper_128.onnx"
+model_path = "./inswapper_128.onnx"
+
+# Function to download the model
+def download_model():
+    if not os.path.exists(model_path):
+        print("Downloading inswapper_128.onnx...")
+        response = requests.get(model_url)
+        if response.status_code == 200:
+            with open(model_path, 'wb') as f:
+                f.write(response.content)
+            print("Model downloaded successfully!")
+        else:
+            raise Exception(f"Failed to download the model. Status code: {response.status_code}")
+    else:
+        print("Model already exists.")
+
+# Download the model when the script runs
+download_model()
+
+# Argument parser
 parser = argparse.ArgumentParser(description='Refacer')
 parser.add_argument("--max_num_faces", type=int, help="Max number of faces on UI", default=5)
 parser.add_argument("--force_cpu", help="Force CPU mode", default=False, action="store_true")
 parser.add_argument("--share_gradio", help="Share Gradio", default=False, action="store_true")
 parser.add_argument("--server_name", type=str, help="Server IP address", default="127.0.0.1")
 parser.add_argument("--server_port", type=int, help="Server port", default=7860)
-parser.add_argument("--colab_performance", help="Use in colab for better performance", default=False,action="store_true")
-parser.add_argument("--ngrok", type=str, help="Use ngrok", default=None)
-parser.add_argument("--ngrok_region", type=str, help="ngrok region", default="us")
+parser.add_argument("--colab_performance", help="Use in colab for better performance", default=False, action="store_true")
 args = parser.parse_args()
 
-refacer = Refacer(force_cpu=args.force_cpu,colab_performance=args.colab_performance)
-
-num_faces=args.max_num_faces
-
-# Connect to ngrok for ingress
-def connect(token, port, options):
-    account = None
-    if token is None:
-        token = 'None'
-    else:
-        if ':' in token:
-            # token = authtoken:username:password
-            token, username, password = token.split(':', 2)
-            account = f"{username}:{password}"
-
-    # For all options see: https://github.com/ngrok/ngrok-py/blob/main/examples/ngrok-connect-full.py
-    if not options.get('authtoken_from_env'):
-        options['authtoken'] = token
-    if account:
-        options['basic_auth'] = account
-
-
-    try:
-        public_url = ngrok.connect(f"127.0.0.1:{port}", **options).url()
-    except Exception as e:
-        print(f'Invalid ngrok authtoken? ngrok connection aborted due to: {e}\n'
-              f'Your token: {token}, get the right one on https://dashboard.ngrok.com/get-started/your-authtoken')
-    else:
-        print(f'ngrok connected to localhost:{port}! URL: {public_url}\n'
-               'You can use this link after the launch is complete.')
+# Initialize the Refacer class
+refacer = Refacer(force_cpu=args.force_cpu, colab_performance=args.colab_performance)
 
+num_faces = args.max_num_faces
 
+# Run function for refacing video
 def run(*vars):
-    video_path=vars[0]
-    origins=vars[1:(num_faces+1)]
-    destinations=vars[(num_faces+1):(num_faces*2)+1]
-    thresholds=vars[(num_faces*2)+1:]
+    video_path = vars[0]
+    origins = vars[1:(num_faces+1)]
+    destinations = vars[(num_faces+1):(num_faces*2)+1]
+    thresholds = vars[(num_faces*2)+1:]
 
     faces = []
-    for k in range(0,num_faces):
+    for k in range(0, num_faces):
         if origins[k] is not None and destinations[k] is not None:
             faces.append({
-                'origin':origins[k],
-                'destination':destinations[k],
-                'threshold':thresholds[k]
+                'origin': origins[k],
+                'destination': destinations[k],
+                'threshold': thresholds[k]
             })
 
-    return refacer.reface(video_path,faces)
+    # Call refacer to process video and get file path
+    refaced_video_path = refacer.reface(video_path, faces)  # refaced video path
+    print(f"Refaced video can be found at {refaced_video_path}")
+
+    return refaced_video_path  # Return the file path to show in Gradio output
 
+# Prepare Gradio components
 origin = []
 destination = []
 thresholds = []
@@ -71,23 +71,21 @@ with gr.Blocks() as demo:
     with gr.Row():
         gr.Markdown("# Refacer")
     with gr.Row():
-        video=gr.Video(label="Original video",format="mp4")
-        video2=gr.Video(label="Refaced video",interactive=False,format="mp4")
+        video = gr.Video(label="Original video", format="mp4")
+        video2 = gr.Video(label="Refaced video", interactive=False, format="mp4")
 
-    for i in range(0,num_faces):
+    for i in range(0, num_faces):
         with gr.Tab(f"Face #{i+1}"):
             with gr.Row():
                 origin.append(gr.Image(label="Face to replace"))
                 destination.append(gr.Image(label="Destination face"))
             with gr.Row():
-                thresholds.append(gr.Slider(label="Threshold",minimum=0.0,maximum=1.0,value=0.2))
+                thresholds.append(gr.Slider(label="Threshold", minimum=0.0, maximum=1.0, value=0.2))
+    
     with gr.Row():
-        button=gr.Button("Reface", variant="primary")
+        button = gr.Button("Reface", variant="primary")
 
-    button.click(fn=run,inputs=[video]+origin+destination+thresholds,outputs=[video2])
-    
-if args.ngrok is not None:
-    connect(args.ngrok, args.server_port, {'region': args.ngrok_region, 'authtoken_from_env': False})
-    
-#demo.launch(share=True,server_name="0.0.0.0", show_error=True)
-demo.queue().launch(show_error=True,share=args.share_gradio,server_name=args.server_name,server_port=args.server_port)
+    button.click(fn=run, inputs=[video] + origin + destination + thresholds, outputs=[video2])
+
+# Launch the Gradio app
+demo.queue().launch(show_error=True, share=args.share_gradio, server_name="0.0.0.0", server_port=args.server_port)