High-Level Project Summary
A blind person uses this device which send images of road to a server we have made. The server take the image and then detect vehicles and send response to the device. The server response a audio which tell the blind man how far vehicles are from him. Such as "Nearest Vehicle is around 5 meters close to you". it will give signal that tells the distance between the blind person . And the blind person gets alerted.It will add new dimension to the blind man. Without seeing anything he can have knowledge about his environment around him.Thus we will get an api that will aware blind man of car and save him from road accident
Link to Final Project
Link to Project "Demo"
Detailed Project Description
We will develop a device through which a blind person can get indication about the running vehicles around him.
A blind person uses this device which send images of road to a server we have made. The server take the image and then detect vehicles and send response to the device. The server response a audio which tell the blind man how far vehicles are from him. Such as "Nearest Vehicle is around 5 meters close to you". it will give signal that tells the distance between the blind person . And the blind person gets alerted.
It will add new dimension to the blind man. Without seeing anything he can have knowledge about his environment around him.
The importance of the device is the blind people will be saved from road accidents by using this device.
Thus we will get an api that will aware blind man of car and save him from road accident.
Full code is written in python code.
We need a device Arduino or Resberry Pi. And a web server .
Arduino will send image file to the end point of the server . like this:
curl -X POST -F "image=photo.png" http://127.0.0.1:8000/api/
and arduino will get response like this:
{"audio": "http://127.0.0.1:8000/media/voices/fc08c6c0-e7d3-4566-a40f-f46984a2019b.mp3"}
And Finally Arduino/ Resperry Pi / Any other device can play the audio:
with is to this end point:
http://127.0.0.1:8000/media/voices/fc08c6c0-e7d3-4566-a40f-f46984a2019b.mp3
Space Agency Data
We have used Space Agency Technology of detecting vehicles.
Hackathon Journey
Space App Experience is cool .WIthin 2 days we have to submit our full project. It is really a hackathon. Only Experts can complete their project.
We are really happy to see that NASA have arranged the challenge. Challenges always inspire ous. We hope to help the people and people of the world . Make the world peaceful .
References
We have used Mask_RCNN project.
https://github.com/matterport/Mask_RCNN
we have used many images of vehicles.
we have used tensorflow and django.
Tags
#help , #blinds , #detection, #vehicles