Xiaoyu Liu*

PQ-SAM: Post-training Quantization for Segment Anything Model

"Segment anything model (SAM) is a promising prompt-guided vision foundation model to segment objects of interest. However, the extensive computational requirements of SAM have limited its applicability in resource-constraint edge devices. Post-training quantization (PTQ) is an effective potential f…