The purpose of this project is to build a scalable platform that would use existing hardware (provided by user) and Google Machine Learning APIs (such Google Vision, Google Voice, AutoML) to provide advanced applications, such as capturing Business meetings, or a food recipe that you used to cook a dish at home or essentially any idea that one can think of.
Using the google cloud API’s, build a detection from hazards such as fire, flooding,... (which ever is easy)
Build a basic UI using react, firebase, firestore
Connect it with that
Work towards parametrizing the field of vision ( ie be able select a specific area of vision)
Work towards, who is walking in and out of the area, create a log of that
Then try to implement facial recognition such that if someone who is not in the recognized list enters the premises, security is notified
Record everything on a private blockchain network
Detect Environment Status
Fire
Smoke
Detecting who exists within parameter
Known profiles
Use facial detection, to determine if the person is known
Unknown profiles
Use profile,a
Tracking objects (ie, be able to tell the supervisor to keep track of a specific object)
Keeps tracks of till it can, then gives last seen location of the object
You need to authenticate yourself to the firebase database so follow the link at: https://firebase.google.com/docs/admin/setup/
pip3 install firebase_admin
pip3 install twilio
export TWILIO_ACCOUNT_SID=GD8ef670431942g5c267 export TWILIO_AUTH_TOKEN=435*********54325
- pip install -m google-cloud (Google-Cloud model works with python2) Follow the below links for setup
- https://cloud.google.com/vision/docs/quickstart-client-libraries
- https://cloud.google.com/docs/authentication/getting-started