TRAS is an interactive GUI tool integrating CS-TRD, DeepCS-TRD, and INBD for automatic tree ring detection and measurement in cross-sectional images, evaluated on 18 Pinus taeda samples with 81% F-score and 20% manual effort reduction.
Labelme: Image polygonal annotation with python
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YOLOv11m model fine-tuned on neonatal infant videos reaches AP50 of 0.96 for face detection, outperforming three general face detectors.
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TRAS: An Interactive Software for Tracing Tree Ring Cross Sections
TRAS is an interactive GUI tool integrating CS-TRD, DeepCS-TRD, and INBD for automatic tree ring detection and measurement in cross-sectional images, evaluated on 18 Pinus taeda samples with 81% F-score and 20% manual effort reduction.
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InfantFace: Detecting infant faces in neonatal clinical environments
YOLOv11m model fine-tuned on neonatal infant videos reaches AP50 of 0.96 for face detection, outperforming three general face detectors.