mekanet-release-weights

MekaNet Detection Weights

This repository hosts public weight artifacts for the MekaNet manuscript-aligned release.

Included artifact

• epoch60.pt: YOLOv8 detection checkpoint for megakaryocyte detection

Provenance

• Source code repository: LeGenAI/mekanet-release
• Manuscript file: mekanet_medical.tex
• Intended public release consumer: reviewers and readers validating the detection pipeline

License

This model artifact is distributed for research, manuscript review, and reproducibility verification only.

• no clinical deployment
• no commercial deployment
• no representation of regulatory approval
• preserve attribution and license notice on redistribution

See the repository LICENSE file in this Hugging Face model repo for the controlling terms.

Integrity

• epoch60.pt SHA-256: dc3b411530457815219a6549587cf18f57590e4d77c859597c9647d176568d53

Usage

from mekanet.models.yolo_sahi import YoloSahiDetector

detector = YoloSahiDetector("epoch60.pt", confidence_threshold=0.20, device="cpu")

Notes

• This weight artifact is distributed separately from the main code repository to keep the public code release lightweight and reviewer-friendly.
• The main repository uses a manifest-driven downloader and checksum verification.