Method

You-Only-Look-Once version 5 variant X6 [YOLOv5x6_1920]


Submitted on 4 Aug. 2022 10:05 by
Hyung-Joon Jeon (Sungkyunkwan University)

Running time:0.05 s
Environment:GPU @ 3.5 Ghz (Python)

Method Description:
You-Only-Look-Once version 5 variant X6
Parameters:
epochs=300
Latex Bibtex:

Detailed Results

Object detection and orientation estimation results. Results for object detection are given in terms of average precision (AP) and results for joint object detection and orientation estimation are provided in terms of average orientation similarity (AOS).


Benchmark Easy Moderate Hard
Car (Detection) 96.64 % 93.82 % 81.54 %
Pedestrian (Detection) 81.88 % 64.53 % 57.44 %
Cyclist (Detection) 75.21 % 52.29 % 45.67 %
This table as LaTeX

2D object detection results.
This figure as: png eps txt gnuplot



2D object detection results.
This figure as: png eps txt gnuplot



2D object detection results.
This figure as: png eps txt gnuplot




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