A countless number of people drive on the highway day and night. Taxi drivers, bus drivers, truck drivers and people traveling long-distance suffer from lack of sleep. People traveling long-distance suffer from lack of sleep. Due to which it becomes very dangerous to drive when feeling sleepy or angry or sad. The majority of accidents happen due to the drowsiness and sudden mood changes(emotion) of the driver. So, to prevent these accidents I have build a web application using Python, Django which will alert the driver when he feels angry or sad or surprised.
Client: HTML, CSS, JavaScript
Server: Django, Python
Database: SQLite3 for local machine, Postgresql for deployment
Other: OpenCV, Image Processing, Machine learning, Face recognition
Clone the project
git clone https://github.com/Sarang661/AlertAppbyFacialAnalysis.gitInstall dependencies
pip install virtualenv
virtualenv myenv
myenv\Scripts\activate
pip install -r requirements.txt
Start the server
python manage.py runserver
3) You will get Alert based on the emotion detected in image and face analysis of face detected in iamge. Multiple faces can be detected in the image.
