SSD MobileNet V1 shows lowest latency and energy but lowest accuracy while YOLOv8 Medium shows highest accuracy at higher cost; Jetson Orin Nano gives best overall balance and accuracy gaps widen with increasing scene complexity.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2024 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
A Comprehensive Evaluation of Deep Learning Object Detection Models on Heterogeneous Edge Devices
SSD MobileNet V1 shows lowest latency and energy but lowest accuracy while YOLOv8 Medium shows highest accuracy at higher cost; Jetson Orin Nano gives best overall balance and accuracy gaps widen with increasing scene complexity.