TrafficSigns: Create a MultiTask-Neural Network (proof of concept)

[Christiaan1990]

Goal:

Create a neural network structure that is able to perform multiple tasks (see also paper), such as classification, object detection, and lane detection.

Assigments:

• read papers
• create a proof of concept with for example traffic signs and road signs
• documentation how to use the notebook in the TUM-Wiki: https://wiki.tum.de/display/phoenix/Machine+Learning

Notes:

• paper: https://arxiv.org/abs/1710.06288
• dataset for road markings: http://www.ananth.in/RoadMarkingDetection.html
• dataset for traffic signs: http://benchmark.ini.rub.de/?section=gtsrb&subsection=dataset

paper_2017_Lee_LaneandRoadMarkingDetectionandRecognition.pdf