Accelerating Data Preprocessing for Efficient Vision Model Inference on Jetson Edge Device

Tian Chen, Nawras Alnaasan, Jinghan Yao +4

Data preprocessing is a crucial part of deep learning workflows on edge devices. However, decoding data saved in JPEG format is very compute-intensive and occupies a major portion…