MedPTQ: Real Post-Training Quantization for 3D Medical Image Segmentation

MedPTQ is an open-source pipeline that implements real post-training quantization (INT8) for state-of-the-art (SOTA) 3D deep learning models used in medical image segmentation. It significantly reduces model size and inference latency while maintaining high segmentation accuracy on modern GPUs.