--- a
+++ b/start.py
@@ -0,0 +1,158 @@
+import os
+import threading
+#os.environ["KIVY_NO_CONSOLELOG"] = "1"
+from kivy.lang import Builder
+from kivymd.app import MDApp
+from kivymd.uix.boxlayout import MDBoxLayout
+from kivymd.uix.button import MDRaisedButton
+from kivymd.uix.label import MDLabel
+from kivy.uix.image import Image
+from kivy.graphics.texture import Texture
+from kivy.clock import Clock
+from kivy.uix.progressbar import ProgressBar
+from kivy.uix.popup import Popup
+from internal.frame_process import model_initialization, on_update
+from internal.tts.tttest import generate_audios, play_audio
+from kivy.core.text import Label
+from kivy.graphics import Line, Rectangle, Color
+from kivy.uix.widget import Widget
+from kivy.clock import Clock
+from vendor.kvconfigs import KV
+import cv2
+from notifypy import Notify
+
+# Set the application icon
+
+notification = Notify()
+
+class AutopostureApp(MDApp):
+    def build(self):
+        generate_audios('bad', 'Sit correctly!')
+        self.recently_alerted = False
+        self.theme_cls.theme_style_switch_animation = True
+        self.theme_cls.theme_style = "Light"
+        self.theme_cls.primary_palette = "Blue"
+        self.icon = 'assets/ergonomic.png'
+
+        self.prediction_scores = []  # List to store prediction scores
+        return Builder.load_string(KV)
+
+    def on_start(self):
+        self.video_running = False
+        self.capture = cv2.VideoCapture(0, cv2.CAP_V4L2)
+        model_initialization('0', 'src_models/yolov7-w6-pose.pt')
+
+    def load_video_button(self):
+        if not self.video_running:
+            self.root.ids.start_autoposture.text = "PAUSE AUTOPOSTURE"
+            self.video_running = True
+            Clock.schedule_interval(self.load_video, 1.0 / 30.0)
+        else:
+            self.root.ids.start_autoposture.text = "RESTART AUTOPOSTURE"
+            self.video_running = False
+            Clock.unschedule(self.load_video)
+
+    def switch_theme_style(self):
+        self.theme_cls.primary_palette = (
+            "Blue" if self.theme_cls.primary_palette == "Blue" else "Blue"
+        )
+        self.theme_cls.theme_style = (
+            "Dark" if self.theme_cls.theme_style == "Light" else "Light"
+        )
+
+    def alert_user(self):
+        notification.title = "Bad Posture"
+        notification.message = "You are in a bad posture. Please correct your sitting."
+        notification.icon = "assets/ergonomic.png"
+        notification.send()
+        play_audio('bad')
+
+    def run_alert(self):
+        if not self.recently_alerted:
+            self.recently_alerted = False
+            threading.Thread(target=self.alert_user).start()
+
+    def trigger_alert(self, dt):
+        self.alert_user()
+        self.recently_alerted = False
+
+
+    def load_video(self, *args):
+        if not self.video_running:
+            return
+
+        ret, frame = self.capture.read()
+        frame, posture, prediction_score, should_update = on_update(frame, self.recently_alerted, 0.7)
+        if should_update:
+            self.run_alert()
+            self.recently_alerted = True
+        else:
+            self.recently_alerted = False
+
+        buffer = cv2.flip(frame, 0).tobytes()
+        texture = Texture.create(
+            size=(frame.shape[1], frame.shape[0]),
+            colorfmt='bgr')
+        texture.blit_buffer(buffer, colorfmt='bgr', bufferfmt='ubyte')
+
+        video_image = self.root.ids.video_image
+        video_image.texture = texture
+
+        # Update posture label and set the text color
+        posture_label = self.root.ids.posture_label
+        posture_label.text = f"Posture: {posture}"
+        posture_label.theme_text_color = "Error" if posture == "bad" else "Primary"
+
+        prediction_label = self.root.ids.prediction_label
+        prediction_label.text = f"Prediction Score: {int(prediction_score * 100)}%"
+        
+        self.prediction_scores.append(prediction_score)
+
+
+    def show_average_popup(self):
+        if self.prediction_scores:
+            average = int(sum(self.prediction_scores) / len(self.prediction_scores) * 100)
+            content = MDBoxLayout(orientation='vertical', padding=10)
+
+            progress_label = MDLabel(
+                text=f"Average Prediction Score: {average}%",
+                theme_text_color="Secondary",
+                font_style="H6",
+            )
+            content.add_widget(progress_label)
+
+            popup = Popup(
+                title="Average Score",
+                content=content,
+                size_hint=(None, None),
+                size=("350dp", "200dp"),
+            )
+
+            # progress_label.theme_text_color = "Primary"
+            if self.theme_cls.theme_style == "Light":
+            # If the theme is "Light," set the background color and font color accordingly
+                popup.background_color = self.theme_cls.bg_dark
+
+            popup.open()
+
+        # Clear the prediction scores list
+            self.prediction_scores = []
+        else:
+        # Handle the case where there are no prediction scores.
+            content = MDLabel(text="No prediction scores yet")
+            popup = Popup(
+                title="Average Score",
+                content=content,
+                size_hint=(None, None),
+                size=("350dp", "200dp"),  # Adjust the size here to make it wider
+            )
+
+            if self.theme_cls.theme_style == "Light":
+            # If the theme is "Light," set the background color and font color accordingly
+                popup.background_color = self.theme_cls.bg_dark
+                content.theme_text_color = "Primary"
+
+            popup.open()
+
+if __name__ == '__main__':
+    AutopostureApp().run()