Celestini Project India

Presented at Marconi Society and IIT led Celestini Prize India Ceremony in 2017. To play the videos, please download the pdf.

Transcript

1. Celestini Project India Phase - II
3. One serious road accident in the country occurs every minute and 16 die on Indian roads every hour. Top 10 Cities with the highest number of Road Crash Deaths (Rank –Wise): Delhi (City) Chennai Jaipur Bengaluru Mumbai Over 1,49,000 people were killed in road accidents in 2015 alone, that is more than the number of people killed in all our wars put together.
4. Total fatalities due to road accidents Major causes of Road Accidents
5. Drizy Collaborative Driver Assistance System • Vehicle-to-vehicle collisions at road intersections. • Vehicle-to-pedestrian collisions. Give assistive alerts to driver for :
6. Vehicle-to-Pedestrians Collisions HOG + SVM classifier Raspberry Pi 3 + Camera
7. Why HOG_SVM over state-of-art deep learning techniques? All tests were performed on Indian datasets and raspberry pi 3.
9. 9.8 FPS
10. Test drives at IIT Delhi
11. Vehicle-to-Vehicle collisions at Road Intersections
12. Every car uploads its vehicular data to the cloud through a mobile application. Cloud computes the trajectory of every vehicle. Driver receive alerts on app if the car is predicted to collide at intersection.
14. Evaluation A comparative analysis of a system that gives alerts to every vehicle in the accident prone area and DRIZY.
15. Evaluation Recall vs False Positives per Image of the pedestrian detection algorithms.
16. DRIZY DRIVE EASY
17. Our mentors Dr. Aakanksha Chowdhery (Princeton University) (Marconi Scholar) Prof. Brejesh Lall (IIT Delhi) Ms. Prerana Mukherjee (IIT Delhi)
18. Celestini Project India Phase - II