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A object detection application for android devices to detect pedestrian traffic ligths in Germany

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Ampel-Pilot

A object detection application for android devices to detect pedestrian traffic ligth phases

Model Metrics

mAP [email protected] AR@100
44.31 % 84.99 % 53.73 %

Application

A on TensorFlowLite OD demo app based implementation of a object detection model for pedestrian traffic light phases. Modified to inform the user about the currently stable detection of a light phase via auditive and tactile output. The app reached 11.82 FPS on a OnePlus6.

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Application Metrics

speed size
11.82 FPS ~30 MB

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A object detection application for android devices to detect pedestrian traffic ligths in Germany

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  • Java 99.6%
  • Other 0.4%