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G-Rep

G-Rep: Gaussian Representation for Arbitrary-Oriented Object Detection.

Abstract

Core code will release later.

Results and models

DOTA1.0

Backbone mAP Angle lr schd Mem (GB) Inf Time (fps) Aug Batch Size Configs Download
ResNet50 (1024,1024,200) 59.44 oc 1x 3.45 15.6 - 2 rotated_reppoints_r50_fpn_1x_dota_oc model | log
ResNet50 (1024,1024,200) 69.49 le135 1x 4.05 8.6 - 2 g_reppoints_r50_fpn_1x_dota_le135 model | log

Citation

Coming soon!