Thanks for sharing the Hailo-8L implementation. I’m testing face recognition on fixed CCTV cameras, with people returning in separate recordings, and comparing the stock MobileFaceNet and ArcFace R50 HEFs with their original floating-point models. I noticed the TAPPAS gallery uses 1 - cosine_similarity , so the .4 distance threshold in the example corresponds to roughly .6 cosine similarity.