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Submission #44, by Huawei Noah AI Theory

Used Method

SPNet w FPN

Submitted on

2019-10-15 09:44:33

Description

SP-NAS for ECP based on FPN head, other information can be found in [SP-NAS: Serial-to-Parallel Backbone Search for Object Detection]. No validation data is used during training.

Method description: SP-NAS for ECP based on FPN head, other information can be found in [SP-NAS: Serial-to-Parallel Backbone Search for Object Detection]. No validation data is used during training.
Up-/Downsampling: 1.0
Publication: SP-NAS: Serial-to-Parallel Backbone Search for Object Detection
Publication Venue: CVPR2020
Publication Link: http://openaccess.thecvf.com/content_CVPR_2020/papers/Jiang_SP-NAS_Serial-to-Parallel_Backbone_Search_for_Object_Detection_CVPR_2020_paper.pdf
Publication Code (Link): https://github.com/huawei-noah/vega/blob/master/docs/en/algorithms/sp-nas.md

Result

day
0.055
0.121
0.246
0.165
0.048
0.110
0.224
0.151