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I Put a Coronary-Segmentation Model on a Laptop. The Hard Part Wasn’t the Model.

中文摘要

作者分享了在电脑上部署冠状动脉分割模型的经验,强调临床校准和安全验证比模型压缩更具挑战。

English Summary

The author deployed a coronary-segmentation model on a laptop, emphasizing that calibration and safety validation were more difficult than technical model distillation or quantization.

原文节选

Distillation, quantization, and the calibration gates that decide whether AI belongs in a live procedure. Continue reading on Medium »