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1. Reti-ves-seg Reti-ves-seg Public

   Retinal blood-vessel segmentation on the DRIVE dataset: a 2-channel (CLAHE + Frangi) U-Net in PyTorch with a FastAPI overlay service. F1 0.833 (inside FOV).

   Python

2. Opti-TracT Opti-TracT Public

   Real-time laparoscopic instrument detection and tracking using YOLOv8s + ByteTracker

   Python

3. thoravis thoravis Public

   Multi-label chest X-ray classifier: ViT-B/16 backbone · OpenCV CLAHE preprocessing · Grad-CAM heatmaps · 15-class NIH ChestX-ray14 dataset · PyTorch + HuggingFace

   Python

4. foremode foremode Public

   AIAG-VDA 2019 pFMEA generator suite — 3 medical device scenarios (CNC machining, injection molding, sterile packaging) | Python + openpyxl | 21 CFR 820 | ISO 13485 | ISO 11607

   Python 2

5. SaMD-Val-Kit SaMD-Val-Kit Public

   Python toolkit for generating FDA/IEC-compliant SaMD validation packages — IQ/OQ/PQ protocols, ISO 14971 risk management, IEC 62304 lifecycle, SBOM, and cybersecurity checklists.

   Python 1