This page is WIP but will show the more or less universal products I plan on providing.

Object detection

  • Standard object detector, bounding box or pixel-level
  • Optimized detector for deployment on low power device or smartphone (Summer 2021)
  • Special case detector, e.g. detection in point clouds or prediction of 3+D pose (Spring 2021)


  • Everything necessary to train and run an object detector on powerful desktop pc (Spring 2021)
  • Solution for training in the Cloud (TBD)


  • Anomaly/novelty detection in a controlled environment
  • Anomaly/novelty detection in a changing environment (TBD)
  • Model analysis, inspect what has the model learned (Summer 2021)
  • Dataset analysis quantifying the dataset's difficulty, variation, balance (Fall 2021)


Data analysis