Example HSC i-band cutouts of the visually classified mergers (z-bin 1: the first two rows; z-bin 2: the third and fourth row; z-bin 3: the last two rows). At the bottom of each image, we report the predictions from the TNG-CNN and Horizon-CNN. At the top of each image, we list the predicted class according to our final classification (Comb-CNN with two thresholds). The blue ’M’ indicates mergers, while the red ’NM’ indicates non-mergers. The images have an approximate physical size of 160 kpc, resized to 160 × 160 pixels and displayed with an arcsinh greyscale.