Comparison of state-of-the-art deep learning APIs for image multi-label classification using semantic metrics

Adam Kubany, Shimon Ben Ishay, Ruben-sacha Ohayon, Armin Shmilovici, Lior Rokach, Tomer Doitshman

Abstract: Highlights•Performance comparison of state-of-the-art image multi-label classification APIs.•Propose semantic metrics to face the challenge of different APIs’ object-class sets.•Show the merits of semantic metrics in comparing APIs trained on various datasets.