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tum-phoenix / drive_ml

This is the repository for our Machine Learning applications
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Data Argumentation - Missing Signs #8

Closed xXBasti closed 6 years ago

xXBasti commented 6 years ago

For the Carolo Cup some signs are not in the database, to solve this problem we need other pictures.

  1. try to find an approch to generate pictures of this signs
  2. Maybe you can cut the boundingbox of the sign and replace it by an other sign picuture from google or other.
  3. Deform the sign to put in with a shadow tranformation (constant, linear, polynominal), with changes the RGB values.
  4. Mix and use the mean of a set of backgrounnds (eg. two).
  5. Evaluate with real camera data