Software-as-a-Medical-Device research prototype for AI-assisted intracytoplasmic sperm injection (ICSI). Two-stage YOLOv8 pipeline (multi-class detection plus polygon segmentation) to support sperm selection, immobilization, and injection. Django web app with live and recorded video annotation.
django computer-vision deep-learning video-annotation object-detection samd biomedical-engineering medical-device instance-segmentation fertility ivf healthcare-ai icsi embryology yolov8
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Updated
Jun 6, 2024 - Python