Update: Model Zoo 3.0.0

.gitignore

@@ -0,0 +1 @@
+templates/403.html

dash_app.py

@@ -43,22 +43,6 @@ server = Flask(__name__)
 server.secret_key = os.urandom(24)
 
 
-ORIGINAL_HOST = "stmicroelectronics-stm32-modelzoo-app.hf.space"
-
-@server.before_request
-def block_original():
-    """
-    Blocks access to the original host.
-    If the request is made to the original host, it aborts with a 403 error.
-    """
-    if request.host == ORIGINAL_HOST:
-        abort(403, description= "❌ This application is exclusively accessible as a replicated Space")
-
-@server.errorhandler(403)
-def forbidden(e):
-    return render_template("403.html", error=str(e)), 403
-    
-
 @server.route('/')
 def welcome_page():
     """
@@ -94,13 +78,13 @@ external_stylesheets = [dbc.themes.LITERA]
 app = dash.Dash(__name__, server=server,external_stylesheets=external_stylesheets, url_base_pathname='/dash_app/', suppress_callback_exceptions=True)
 
 local_yamls = {
-    'image_classification': 'stm32ai-modelzoo-services/image_classification/src/user_config.yaml',
-    'human_activity_recognition': 'stm32ai-modelzoo-services/human_activity_recognition/src/user_config.yaml',
-    'hand_posture': 'stm32ai-modelzoo-services/hand_posture/src/user_config.yaml',
-    'object_detection': 'stm32ai-modelzoo-services/object_detection/src/user_config.yaml',
-    'audio_event_detection': 'stm32ai-modelzoo-services/audio_event_detection/src/user_config.yaml',
-    'pose_estimation': 'stm32ai-modelzoo-services/pose_estimation/src/user_config.yaml',
-    'semantic_segmentation': 'stm32ai-modelzoo-services/semantic_segmentation/src/user_config.yaml'
+    'image_classification': 'stm32ai-modelzoo-services/image_classification/user_config.yaml',
+    'human_activity_recognition': 'stm32ai-modelzoo-services/human_activity_recognition/user_config.yaml',
+    'hand_posture': 'stm32ai-modelzoo-services/hand_posture/user_config.yaml',
+    'object_detection': 'stm32ai-modelzoo-services/object_detection/user_config.yaml',
+    'audio_event_detection': 'stm32ai-modelzoo-services/audio_event_detection/user_config.yaml',
+    'pose_estimation': 'stm32ai-modelzoo-services/pose_estimation/user_config.yaml',
+    'semantic_segmentation': 'stm32ai-modelzoo-services/semantic_segmentation/user_config.yaml'
 }
 
 def banner():
@@ -1016,7 +1000,7 @@ def refresh_metrics(n_intervals, nb_clicks, selected_model, devcloud_username, d
 
     if button == 'process-button' and nb_clicks:
         if devcloud_username and devcloud_password:
-            st_script = f"stm32ai-modelzoo-services/{selected_model}/src/stm32ai_main.py"
+            st_script = f"stm32ai-modelzoo-services/{selected_model}/stm32ai_main.py"
             execute_async(st_script, devcloud_username, devcloud_password)
             new_training = True
             logs.append("Starting application ...")
@@ -1334,7 +1318,7 @@ def process_button_actions(submit_clicks, exec_nb_clicks, form_input_ids, form_i
             raise PreventUpdate
     elif triggered_button  == 'process-button':
         if exec_nb_clicks:
-            st_script = f"stm32ai-modelzoo-services/{selected_model}/src/stm32ai_main.py"
+            st_script = f"stm32ai-modelzoo-services/{selected_model}/stm32ai_main.py"
             execute_async(st_script, devcloud_username, devcloud_password)
             return "Application is running ..."
         else:
@@ -1400,7 +1384,7 @@ def generate_download_link(n_clicks, selected_model):
         raise PreventUpdate
 
 
-    output_directory  = os.path.join(os.getcwd(), "./experiments_outputs")
+    output_directory  = os.path.join(os.getcwd(), "src/experiments_outputs")
 
     if not os.path.exists(output_directory ):
         raise PreventUpdate
@@ -1437,13 +1421,13 @@ def download_file(subpath):
     Route to download a file from the server.
 
     Parameters:
-    - subpath (str): The subpath of the file to be downloaded, relative to the './experiments_outputs' directory.
+    - subpath (str): The subpath of the file to be downloaded, relative to the 'src/experiments_outputs' directory.
 
     Returns:
     - Response: A Flask response object to send the file as an attachment if it exists.
     - tuple: A tuple containing an error message and a 404 status code if the file is not found.
     """
-    file_path = os.path.join(os.getcwd(), './experiments_outputs', subpath)
+    file_path = os.path.join(os.getcwd(), 'src/experiments_outputs', subpath)
     if os.path.exists(file_path):
         return send_file(file_path, as_attachment=True)
     else: