Data Analytics - Class and Boundingbox statistics - Githubissues

tum-phoenix / drive_ml

This is the repository for our Machine Learning applications

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Data Analytics - Class and Boundingbox statistics #15

Closed xXBasti closed 3 years ago

xXBasti commented 6 years ago

Currently, we have included most public and private datasets. The notebook with the labels and conversion examples is available here. Dataset evaluation is found here.

Available public datasets:

GTSDB (German Traffic Sign Detection Benchmark)
LISA (Laboratory for Intelligent and Safe Automobiles)
BTSD (Belgian Traffic Sign Dataset)
STS (Swedish Traffic Sign Dataset)
DITS (Dataset of Italian Traffic Signs)
RTSD (Russian Traffic Sign Dataset)

Todo:

[ ] add conversion dict for Mapillary Traffic Sign dataset
[ ] add evaluation for Mapillary traffic sign dataset
[ ] add conversion dict for Berkeley Deep Drive dataset
[ ] add evaluation for Berkeley Deep Drive dataset

wnklb commented 6 years ago

Added a notebook in 0d34c56. This gives a first insight into the class distribution of the 'Bosch Dataset'. Gonna extend this with further plots of the bounding box distribution.