“Towards generic regression models in a Visual Question Answering context” – MSc topic

JURSE’s paper

  1. Go through the tutorial
  2. Download Postdam dataset. First objective, use a ResNet-50 model (use the model from pytorch), with MSE loss (see paper) to count cars using only the RGB images.
  3. Try it for a few epochs, then we will do a code review.


  1. 02/09/2019 at 10am: intro
  2. 05/09/2019 at 11am: Intake with other MSc + discussion after. Do the tutorial + read JURSE. Actions: discuss these items
  3. 09/09/2019 at 1pm with Devis and Sylvain
  4. 16/09/2019 at 1pm with Sylvain
  5. Repeat last two


  1. Contract: monday 09/09
  2. Draft proposal: 30/09