An open-source alternative to proprietary computer-aided sperm analysis (CASA) systems used in fertility clinics. It implements a two-stage YOLOv8 pipeline for real-time multi-class detection and polygon segmentation to automate sperm immobilization and injection workflows.
Tech Stack
PythonMedical Devices
Why gasparin?
• Real-time instance segmentation
• Integrated video annotation tool
• Extensible Django architecture
Limitations
• High hardware dependency
• Research prototype status
• Complex calibration required
5/10/2026
Last Update
0
Forks
0
Issues
Unknown
License
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