Quantization Robustness to Input Degradations for Object Detection
arXiv:2508.19600v2 Announce Type: replace
Abstract: Post-training quantization (PTQ) is crucial for deploying efficient object detection models, like YOLO, on resource-constrained devices. However, the impact of reduced precision on model robustness t…