Quantization Robustness to Input Degradations for Object Detection

Toghrul Karimov, Hassan Imani, Allan Kazakov

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…