A YOLO keypoint model trained on 37k+ public images plus 1k neonatal frames achieves SOTA NME and low failure rates for 68-point neonatal landmark detection in clinical conditions.
Neonatal pain detection in videos using the icopevid dataset and an ensemble of descriptors extracted from gaussian of local descriptors
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NeoLoc-68: End-to-end 68-point neonatal facial landmark localisation in neonatal clinical environments
A YOLO keypoint model trained on 37k+ public images plus 1k neonatal frames achieves SOTA NME and low failure rates for 68-point neonatal landmark detection in clinical conditions.