Image Real-Time Detection Using LSE-Yolo Neural Network in Artificial Intelligence-Based Internet of Things for Smart Cities and Smart Homes

Table 2

The comparison of AP and parameters (state-of-the-art) of different models for MSCOCO.

Methods	AP	Parameters
Yolov3+NMS	41.7	67.27 M
Yolov3 baseline	38.5	63.00 M
Yolov4 baseline	43	31 M
Yolov5 baseline	44.5	21.4 M
Ours	45.2	26.3 M