Win in Data Min­ing Hackathon!

After a top-three re­sult last year, Hien Dang won this year's 2nd Data Min­ing Hackathon at the 21st IEEE In­ter­na­tion­al Con­fer­ence on In­tel­li­gent Trans­porta­tion Sys­tems. Con­grat­u­la­tions!

Dur­ing 10 hours of the hackathon, the par­tic­i­pants were asked to de­vel­op a model for pre­dict­ing lane changes on high­way scenario.​ The pro­vid­ed data con­sists of video from a for­ward-fac­ing cam­era and IMU sen­sor data (In­er­tial Mea­sure­ment Unit).

The win­ning so­lu­tion of Hien Dang uses a deep neu­ral net­work, that cap­tures the video data with con­vo­lu­tion­al lay­ers and the IMU data with fully con­nect­ed layers.​ The ar­chi­tec­ture then fuses in­puts from both video and IMU data to pre­dict lane change.

ITS Hackathon - Award ceremony

Kontakt

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Knowledge Engineering Group

Fachbereich Informatik
TU Darmstadt

S2|02 D203
Hochschulstrasse 10

D-64289 Darmstadt

Sekretariat:
Telefon-Symbol+49 6151 16-21811
Fax-Symbol +49 6151 16-21812
E-Mail-Symbol info@ke.tu-darmstadt.de

 
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