Aycromo is an open-source desktop platform that integrates pre-trained deep learning models such as YOLOv11 for automatic chromosome detection in metaphase images, achieving 99.40% mAP@50 on the CRCN-NE dataset while reducing per-slide analysis time to seconds.
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Aycromo: An Open-Source Platform for Automatic Chromosome Detection in Metaphase Images Based on Deep Learning
Aycromo is an open-source desktop platform that integrates pre-trained deep learning models such as YOLOv11 for automatic chromosome detection in metaphase images, achieving 99.40% mAP@50 on the CRCN-NE dataset while reducing per-slide analysis time to seconds.