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