Randomly selected examples of true TNG major mergers that are correctly and incorrectly identified by our network. The top five rows (outlined in blue) show examples of true major mergers that are correctly identified as major mergers. The bottom five rows (outlined in red) show examples of true major mergers that are incorrectly identified as non-mergers. Major mergers that are correctly identified by the network show more conspicuous merging signs (such as more obvious distortions and/or the presence of a merging companion).