Method

Multi-task NAS [MTNAS]
[Anonymous Submission]

Submitted on 20 Feb. 2020 13:50 by
[Anonymous Submission]

Running time:0.02 s
Environment:1 core @ 2.5 Ghz (python)

Method Description:
Deploy NAS methods on Multi-task, searching for
backbone and branches. Based on SSD as object
detection decoder.
Parameters:
cell layers=20
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) 88.96 % 78.82 % 67.07 %
Car (Orientation) 35.43 % 31.15 % 27.02 %
This table as LaTeX


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



Orientation estimation results.
This figure as: png eps pdf txt gnuplot




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