Inspiration

Mobile internet is not present everywhere. We all have been in the situation where we need help - like access to maps/directions but no internet. We solve this, by providing the (few)service over sms.

What it does

  1. Users can send text with the source and destination for directions to Offline Assist. It will reply turn-by-turn directions and the route map image.
  2. Users can also send image over sms. Offline Assist will identify that location and interactively assist for directions.

How we built it

  1. We set up a twilio account to receive sms messages at our server.
  2. Flask handled this text, and based on type of message, did different things.
  3. If it was a string, we spoke to Bing Map Api to get directions. We then queried their static image api to get a visual route of the directions.
  4. We trained a set of 45 images on microsoft's custom vision service, where we uploaded and tagged images of famous landmarks within LA.
  5. So, if we received an image from the user, we would query the custom vision api, to get the best possible match for that location and then send user this information.
  6. We maintain context of this information and provide user interactive information.

Challenges we ran into

  1. Understanding the twilio and microsoft Apis
  2. Dealing with different data formats
  3. Limited scope in terms of how much we can send in an SMS

Accomplishments that we're proud of

  1. Using the API's for the first time
  2. Integrating two different API's and building this in 36 hours.

What we learned

  1. How to use Twilio APIs
  2. How to use Microsoft Bing APIs
  3. How to use Microsoft Cognitive Services
  4. Python Flask

What's next for Offline Assist

The scope is vast on potential use of Offline Assist, as it can substitute internet service, during its absence.

Built With

  • flask
  • microsoft-bing-api
  • microsoft-cognitive-services
  • microsoft-static-image-api
  • oxford-api
  • python
  • twilio
Share this project:

Updates