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faster_rcnn_obb_r101_fpn_1x_dota10.py
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faster_rcnn_obb_r101_fpn_3x_hrsc.py
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README.md

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Faster R-CNN towards oriented detection. Predicts the angles of objects in second stage.

Introduction

@article{Ren_2017,
   title={Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks},
   journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
   publisher={Institute of Electrical and Electronics Engineers (IEEE)},
   author={Ren, Shaoqing and He, Kaiming and Girshick, Ross and Sun, Jian},
   year={2017},
   month={Jun},
}

Results and models

HRSC

Backbone Data Lr schd Ms Rotate box AP Baidu Yun Google Drive
R50-FPN HRSC 3x - - 80.9 - -
R50-FPN HRSC 3x - - 84.6 - -