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.gitattributes

@@ -31,3 +31,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+alarm.wav filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -0,0 +1,129 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/

Dockerfile

@@ -0,0 +1,7 @@
+FROM python:3.7
+COPY . /app
+WORKDIR /app
+RUN pip install -r requirments.txt
+EXPOSE $PORT
+ENTRYPOINT ["streamlit", "run"]
+CMD ["driverdrowziness.py"]

LICENSE

@@ -0,0 +1,201 @@
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+
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Procfile

@@ -0,0 +1 @@
+web: sh setup.sh && streamlit run driverdrowziness.py

README.md

@@ -1,13 +1 @@
----
-title: Driver Drowziness Application
-emoji: 🦀
-colorFrom: purple
-colorTo: green
-sdk: streamlit
-sdk_version: 1.10.0
-app_file: app.py
-pinned: false
-license: apache-2.0
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Drowziness_Detection_Application

alarm.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5787cf28ed4728fd26c5c7c4c4b658ee0869c3124a36a6a20e404d1046d52f65
+size 1019502

driverdrowziness.py

@@ -0,0 +1,83 @@
+import streamlit as st
+import cv2
+import tensorflow as tf
+from tensorflow.keras.models import load_model
+import numpy as np
+from pygame import mixer
+
+st.title('Driver Drowziness Detection')
+st.sidebar.subheader('About')
+st.sidebar.write('A computer vision system made with the help of opencv that can automatically detect driver drowsiness in a real-time video stream and then play an alarm if the driver appears to be drowsy.')
+
+dir_path= (r'Models')
+model = load_model(dir_path)
+face_cascade = cv2.CascadeClassifier(cv2.data.haarcascades + 'haarcascade_frontalface_default.xml')
+eye_cascade = cv2.CascadeClassifier(cv2.data.haarcascades + 'haarcascade_eye.xml')
+st.header("Webcam Live Feed")
+run = st.checkbox('Click to Run/Off the cam',value=True)
+FRAME_WINDOW = st.image([])
+cap = cv2.VideoCapture(0)
+mixer.init()    
+sound= mixer.Sound(r'alarm.wav')
+Score = 0
+eye_cond = 1
+
+st.subheader('Rules')
+st.write('The more focused you are on your ride, the lower your drowziness score')
+st.write('Alarm clock sounds when score reaches 25')
+st.markdown('To Stop the Alarm Just **Focus on Your Drive**')
+
+
+while run:  
+    col1,col2 = st.sidebar.columns(2)
+    with col1:
+        st.subheader('Score = ' + str(Score))
+    with col2:
+        pass
+    _, frame = cap.read()
+    frame = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
+    height,width = frame.shape[0:2]
+    gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
+    faces= face_cascade.detectMultiScale(gray, scaleFactor= 1.2, minNeighbors=3)
+    eyes= eye_cascade.detectMultiScale(gray, scaleFactor= 1.1, minNeighbors=1)
+    frame2 = cv2.rectangle(frame, (0,height-50),(200,height),(0,0,0),thickness=cv2.FILLED)
+    sc = st.empty()
+    def on_update():
+        data = getNewData()
+        sc.text('Score :' + str(data))
+
+    for (x,y,w,h) in faces:
+        cv2.rectangle(frame,pt1=(x,y),pt2=(x+w,y+h), color= (255,0,0), thickness=3 )
+    for (ex,ey,ew,eh) in eyes:
+        # cv2.rectangle(frame,pt1=(ex,ey),pt2=(ex+ew,ey+eh), color= (255,0,0), thickness=5)
+        # preprocessing steps
+        eye= frame[ey:ey+eh,ex:ex+ew]
+        eye= cv2.resize(eye,(80,80))
+        eye= eye/255
+        eye= eye.reshape(80,80,3)
+        eye= np.expand_dims(eye,axis=0)
+        # preprocessing is done now model prediction
+        prediction = model.predict(eye)
+        
+        # if eyes are closed
+        print(prediction)
+        if prediction[0][0]>0.25:
+            eye_cond=0
+            Score=Score+1
+            if(Score>25):
+                try:
+                    sound.play()
+                except:
+                    pass
+            
+        # if eyes are open  
+        elif prediction[0][1]>0.75:
+            eye_cond=1
+            Score = Score-1
+            if (Score<0):
+                Score=0
+    cv2.putText(frame,'Score'+str(Score),(10,height-20),fontFace=cv2.FONT_HERSHEY_COMPLEX_SMALL,fontScale=1,color=(255,255,255),
+                       thickness=1,lineType=cv2.LINE_AA)
+    FRAME_WINDOW.image(frame)
+else:
+    st.write('Stopped')

firebase-debug.log

@@ -0,0 +1,47 @@
+[debug] [2022-10-25T15:39:33.355Z] ----------------------------------------------------------------------
+[debug] [2022-10-25T15:39:33.358Z] Command:       C:\Program Files\nodejs\node.exe C:\Users\Ashu\AppData\Roaming\npm\node_modules\firebase-tools\lib\bin\firebase.js init
+[debug] [2022-10-25T15:39:33.359Z] CLI Version:   11.15.0
+[debug] [2022-10-25T15:39:33.359Z] Platform:      win32
+[debug] [2022-10-25T15:39:33.360Z] Node Version:  v16.18.0
+[debug] [2022-10-25T15:39:33.363Z] Time:          Tue Oct 25 2022 21:09:33 GMT+0530 (India Standard Time)
+[debug] [2022-10-25T15:39:33.363Z] ----------------------------------------------------------------------
+[debug] 
+[debug] [2022-10-25T15:39:33.371Z] >>> [apiv2][query] GET https://firebase-public.firebaseio.com/cli.json [none]
+[debug] [2022-10-25T15:39:33.436Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2022-10-25T15:39:33.437Z] > authorizing via signed-in user (thisisayushagrawal@gmail.com)
+[info] 
+     ######## #### ########  ######## ########     ###     ######  ########
+     ##        ##  ##     ## ##       ##     ##  ##   ##  ##       ##
+     ######    ##  ########  ######   ########  #########  ######  ######
+     ##        ##  ##    ##  ##       ##     ## ##     ##       ## ##
+     ##       #### ##     ## ######## ########  ##     ##  ######  ########
+
+You're about to initialize a Firebase project in this directory:
+
+  E:\study\Sem-7\finalProject\endtoendproject\Drowziness_Detection_Application
+
+[debug] [2022-10-25T15:39:34.319Z] <<< [apiv2][status] GET https://firebase-public.firebaseio.com/cli.json 200
+[debug] [2022-10-25T15:39:34.320Z] <<< [apiv2][body] GET https://firebase-public.firebaseio.com/cli.json {"cloudBuildErrorAfter":1594252800000,"cloudBuildWarnAfter":1590019200000,"defaultNode10After":1594252800000,"minVersion":"3.0.5","node8DeploysDisabledAfter":1613390400000,"node8RuntimeDisabledAfter":1615809600000,"node8WarnAfter":1600128000000}
+[info] 
+=== Project Setup
+[info] 
+[info] First, let's associate this project directory with a Firebase project.
+[info] You can create multiple project aliases by running firebase use --add, 
+[info] but for now we'll just set up a default project.
+[info] 
+[debug] [2022-10-25T15:40:40.930Z] > refreshing access token with scopes: []
+[debug] [2022-10-25T15:40:40.931Z] >>> [apiv2][query] POST https://www.googleapis.com/oauth2/v3/token [none]
+[debug] [2022-10-25T15:40:40.931Z] >>> [apiv2][body] POST https://www.googleapis.com/oauth2/v3/token [omitted]
+[debug] [2022-10-25T15:40:41.510Z] <<< [apiv2][status] POST https://www.googleapis.com/oauth2/v3/token 200
+[debug] [2022-10-25T15:40:41.510Z] <<< [apiv2][body] POST https://www.googleapis.com/oauth2/v3/token [omitted]
+[debug] [2022-10-25T15:40:41.531Z] >>> [apiv2][query] GET https://firebase.googleapis.com/v1beta1/projects pageSize=100
+[debug] [2022-10-25T15:40:43.188Z] <<< [apiv2][status] GET https://firebase.googleapis.com/v1beta1/projects 200
+[debug] [2022-10-25T15:40:43.188Z] <<< [apiv2][body] GET https://firebase.googleapis.com/v1beta1/projects [omitted]
+[info] i  Using project drowzinessdetectionapplication (drowzinessdetectionapplication) 
+[info] 
+=== Hosting Setup
+[info] 
+[info] Your public directory is the folder (relative to your project directory) that
+[info] will contain Hosting assets to be uploaded with firebase deploy. If you
+[info] have a build process for your assets, use your build's output directory.
+[info] 

index.html

@@ -0,0 +1,89 @@
+<!DOCTYPE html>
+<html>
+  <head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <title>Welcome to Firebase Hosting</title>
+
+    <!-- update the version number as needed -->
+    <script defer src="/__/firebase/9.12.1/firebase-app-compat.js"></script>
+    <!-- include only the Firebase features as you need -->
+    <script defer src="/__/firebase/9.12.1/firebase-auth-compat.js"></script>
+    <script defer src="/__/firebase/9.12.1/firebase-database-compat.js"></script>
+    <script defer src="/__/firebase/9.12.1/firebase-firestore-compat.js"></script>
+    <script defer src="/__/firebase/9.12.1/firebase-functions-compat.js"></script>
+    <script defer src="/__/firebase/9.12.1/firebase-messaging-compat.js"></script>
+    <script defer src="/__/firebase/9.12.1/firebase-storage-compat.js"></script>
+    <script defer src="/__/firebase/9.12.1/firebase-analytics-compat.js"></script>
+    <script defer src="/__/firebase/9.12.1/firebase-remote-config-compat.js"></script>
+    <script defer src="/__/firebase/9.12.1/firebase-performance-compat.js"></script>
+    <!-- 
+      initialize the SDK after all desired features are loaded, set useEmulator to false
+      to avoid connecting the SDK to running emulators.
+    -->
+    <script defer src="/__/firebase/init.js?useEmulator=true"></script>
+
+    <style media="screen">
+      body { background: #ECEFF1; color: rgba(0,0,0,0.87); font-family: Roboto, Helvetica, Arial, sans-serif; margin: 0; padding: 0; }
+      #message { background: white; max-width: 360px; margin: 100px auto 16px; padding: 32px 24px; border-radius: 3px; }
+      #message h2 { color: #ffa100; font-weight: bold; font-size: 16px; margin: 0 0 8px; }
+      #message h1 { font-size: 22px; font-weight: 300; color: rgba(0,0,0,0.6); margin: 0 0 16px;}
+      #message p { line-height: 140%; margin: 16px 0 24px; font-size: 14px; }
+      #message a { display: block; text-align: center; background: #039be5; text-transform: uppercase; text-decoration: none; color: white; padding: 16px; border-radius: 4px; }
+      #message, #message a { box-shadow: 0 1px 3px rgba(0,0,0,0.12), 0 1px 2px rgba(0,0,0,0.24); }
+      #load { color: rgba(0,0,0,0.4); text-align: center; font-size: 13px; }
+      @media (max-width: 600px) {
+        body, #message { margin-top: 0; background: white; box-shadow: none; }
+        body { border-top: 16px solid #ffa100; }
+      }
+    </style>
+  </head>
+  <body>
+    <div id="message">
+      <h2>Welcome</h2>
+      <h1>Firebase Hosting Setup Complete</h1>
+      <p>You're seeing this because you've successfully setup Firebase Hosting. Now it's time to go build something extraordinary!</p>
+      <a target="_blank" href="https://firebase.google.com/docs/hosting/">Open Hosting Documentation</a>
+    </div>
+    <p id="load">Firebase SDK Loading&hellip;</p>
+
+    <script>
+      document.addEventListener('DOMContentLoaded', function() {
+        const loadEl = document.querySelector('#load');
+        // // 🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥
+        // // The Firebase SDK is initialized and available here!
+        //
+        // firebase.auth().onAuthStateChanged(user => { });
+        // firebase.database().ref('/path/to/ref').on('value', snapshot => { });
+        // firebase.firestore().doc('/foo/bar').get().then(() => { });
+        // firebase.functions().httpsCallable('yourFunction')().then(() => { });
+        // firebase.messaging().requestPermission().then(() => { });
+        // firebase.storage().ref('/path/to/ref').getDownloadURL().then(() => { });
+        // firebase.analytics(); // call to activate
+        // firebase.analytics().logEvent('tutorial_completed');
+        // firebase.performance(); // call to activate
+        //
+        // // 🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥
+
+        try {
+          let app = firebase.app();
+          let features = [
+            'auth', 
+            'database', 
+            'firestore',
+            'functions',
+            'messaging', 
+            'storage', 
+            'analytics', 
+            'remoteConfig',
+            'performance',
+          ].filter(feature => typeof app[feature] === 'function');
+          loadEl.textContent = `Firebase SDK loaded with ${features.join(', ')}`;
+        } catch (e) {
+          console.error(e);
+          loadEl.textContent = 'Error loading the Firebase SDK, check the console.';
+        }
+      });
+    </script>
+  </body>
+</html>

requirements.txt

@@ -0,0 +1,5 @@
+streamlit
+cv2
+tensorflow
+numpy
+pygame