Assessing the galaxy population out to

In this work we use the Hubble Deep Field South (HDF-S) version 2 images to assess the galaxy population out to $z \sim 2$. We have used two methods of templates fitting of the spectral energy distributions to obtain photometric redshifts and classify the objects. The Bayesian photometric redshifts gave better results when compared with 54 spectroscopic redshifts available in the literature. Analysis of the rest-frame colour distribution shows a bimodality out to $ z \sim 1.4$. We separated our sample in a blue and a red population at $B-V=0.29$. At low redshifts ($0.2< z <0.6$), ~60% of the galaxies have $B-V>0.29$ whereas at higher redshifts ~60% of the galaxies are bluer than $B-V