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[Features] Support fp16 models. (open-mmlab#72)
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* Update rotate_single_level_roi_extractor.py

* add fp16 configs

* Update Inf Time (fps) by benchmark.py

* fix lint

* Delete run.sh
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@zytx121
zytx121 authored Mar 14, 2022
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6 changes: 3 additions & 3 deletions configs/cfa/README.md
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| 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 | 15.9 | - | 2 | [rotated_reppoints_r50_fpn_1x_dota_oc](../rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc/rotated_reppoints_r50_fpn_1x_dota_oc-d38ce217.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc/rotated_reppoints_r50_fpn_1x_dota_oc_20220205_145010.log.json)
| ResNet50 (1024,1024,200) | 69.63 | le135 | 1x | 3.45 | 15.7 | - | 2 | [cfa_r50_fpn_1x_dota_le135](./cfa_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_1x_dota_le135/cfa_r50_fpn_1x_dota_le135-aed1cbc6.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_1x_dota_le135/cfa_r50_fpn_1x_dota_le135_20220205_144859.log.json)
| ResNet50 (1024,1024,200) | 73.45 | oc | 40e | 3.45 | 15.7 | - | 2 | [cfa_r50_fpn_40e_dota_oc](./cfa_r50_fpn_40e_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_40e_dota_oc/cfa_r50_fpn_40e_dota_oc-2f387232.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_40e_dota_oc/cfa_r50_fpn_40e_dota_oc_20220209_171237.log.json)
| ResNet50 (1024,1024,200) | 59.44 | oc | 1x | 3.45 | 15.6 | - | 2 | [rotated_reppoints_r50_fpn_1x_dota_oc](../rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc/rotated_reppoints_r50_fpn_1x_dota_oc-d38ce217.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc/rotated_reppoints_r50_fpn_1x_dota_oc_20220205_145010.log.json)
| ResNet50 (1024,1024,200) | 69.63 | le135 | 1x | 3.45 | 16.1 | - | 2 | [cfa_r50_fpn_1x_dota_le135](./cfa_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_1x_dota_le135/cfa_r50_fpn_1x_dota_le135-aed1cbc6.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_1x_dota_le135/cfa_r50_fpn_1x_dota_le135_20220205_144859.log.json)
| ResNet50 (1024,1024,200) | 73.45 | oc | 40e | 3.45 | 16.1 | - | 2 | [cfa_r50_fpn_40e_dota_oc](./cfa_r50_fpn_40e_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_40e_dota_oc/cfa_r50_fpn_40e_dota_oc-2f387232.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_40e_dota_oc/cfa_r50_fpn_40e_dota_oc_20220209_171237.log.json)


## Citation
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4 changes: 2 additions & 2 deletions configs/g_reppoints/README.md
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| 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 | 15.9 | - | 2 | [rotated_reppoints_r50_fpn_1x_dota_oc](../rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc/rotated_reppoints_r50_fpn_1x_dota_oc-d38ce217.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc/rotated_reppoints_r50_fpn_1x_dota_oc_20220205_145010.log.json)
| ResNet50 (1024,1024,200) | 69.49 | le135 | 1x | 4.05 | 10.5 | - | 2 | [g_reppoints_r50_fpn_1x_dota_le135](./g_reppoints_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/g_reppoints/g_reppoints_r50_fpn_1x_dota_le135/g_reppoints_r50_fpn_1x_dota_le135-b840eed7.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/g_reppoints/g_reppoints_r50_fpn_1x_dota_le135/g_reppoints_r50_fpn_1x_dota_le135_20220202_233631.log.json)
| ResNet50 (1024,1024,200) | 59.44 | oc | 1x | 3.45 | 15.6 | - | 2 | [rotated_reppoints_r50_fpn_1x_dota_oc](../rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc/rotated_reppoints_r50_fpn_1x_dota_oc-d38ce217.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc/rotated_reppoints_r50_fpn_1x_dota_oc_20220205_145010.log.json)
| ResNet50 (1024,1024,200) | 69.49 | le135 | 1x | 4.05 | 8.6 | - | 2 | [g_reppoints_r50_fpn_1x_dota_le135](./g_reppoints_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/g_reppoints/g_reppoints_r50_fpn_1x_dota_le135/g_reppoints_r50_fpn_1x_dota_le135-b840eed7.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/g_reppoints/g_reppoints_r50_fpn_1x_dota_le135/g_reppoints_r50_fpn_1x_dota_le135_20220202_233631.log.json)


## Citation
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4 changes: 2 additions & 2 deletions configs/gliding_vertex/README.md
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| Backbone | mAP | Angle | lr schd | Mem (GB) | Inf Time (fps) | Aug | Batch Size | Configs | Download |
|:------------:|:----------:|:-----------:|:---------:|:---------:|:---------:|:---------:|:---------:|:---------:|:-------------:|
| ResNet50 (1024,1024,200) | 73.40 | le90 | 1x | 8.46 | 16.0 | - | 2 | [rotated_faster_rcnn_r50_fpn_1x_dota_le90](../rotated_faster_rcnn/rotated_faster_rcnn_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_faster_rcnn/rotated_faster_rcnn_r50_fpn_1x_dota_le90/rotated_faster_rcnn_r50_fpn_1x_dota_le90-0393aa5c.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_faster_rcnn/rotated_faster_rcnn_r50_fpn_1x_dota_le90/rotated_faster_rcnn_r50_fpn_1x_dota_le90_20220131_082156.log.json)
| ResNet50 (1024,1024,200) | 73.23 | le90 | 1x | 8.45 | 15.6 | - | 2 | [gliding_vertex_r50_fpn_1x_dota_le90](./gliding_vertex_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/gliding_vertex/gliding_vertex_r50_fpn_1x_dota_le90/gliding_vertex_r50_fpn_1x_dota_le90-12e7423c.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/gliding_vertex/gliding_vertex_r50_fpn_1x_dota_le90/gliding_vertex_r50_fpn_1x_dota_le90_20220129_085529.log.json)
| ResNet50 (1024,1024,200) | 73.40 | le90 | 1x | 8.46 | 16.5 | - | 2 | [rotated_faster_rcnn_r50_fpn_1x_dota_le90](../rotated_faster_rcnn/rotated_faster_rcnn_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_faster_rcnn/rotated_faster_rcnn_r50_fpn_1x_dota_le90/rotated_faster_rcnn_r50_fpn_1x_dota_le90-0393aa5c.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_faster_rcnn/rotated_faster_rcnn_r50_fpn_1x_dota_le90/rotated_faster_rcnn_r50_fpn_1x_dota_le90_20220131_082156.log.json)
| ResNet50 (1024,1024,200) | 73.23 | le90 | 1x | 8.45 | 16.4 | - | 2 | [gliding_vertex_r50_fpn_1x_dota_le90](./gliding_vertex_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/gliding_vertex/gliding_vertex_r50_fpn_1x_dota_le90/gliding_vertex_r50_fpn_1x_dota_le90-12e7423c.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/gliding_vertex/gliding_vertex_r50_fpn_1x_dota_le90/gliding_vertex_r50_fpn_1x_dota_le90_20220129_085529.log.json)


## Citation
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4 changes: 2 additions & 2 deletions configs/gwd/README.md
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| Backbone | mAP | Angle | lr schd | Mem (GB) | Inf Time (fps) | Aug | Batch Size | Configs | Download |
|:------------:|:----------:|:-----------:|:---------:|:---------:|:---------:|:---------:|:---------:|:---------:|:-------------:|
| ResNet50 (1024,1024,200) | 64.55 | oc | 1x | 3.38 | 14.8 | - | 2 | [rotated_retinanet_hbb_r50_fpn_1x_dota_oc](../rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_r50_fpn_1x_dota_oc-e8a7c7df.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_r50_fpn_1x_dota_oc_20220121_095315.log.json)
| ResNet50 (1024,1024,200) | 69.55 | oc | 1x | 3.39 | 14.8 | - | 2 | [rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc](./rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/gwd/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc-41fd7805.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/gwd/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc_20220120_152421.log.json)
| ResNet50 (1024,1024,200) | 64.55 | oc | 1x | 3.38 | 15.7 | - | 2 | [rotated_retinanet_hbb_r50_fpn_1x_dota_oc](../rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_r50_fpn_1x_dota_oc-e8a7c7df.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_r50_fpn_1x_dota_oc_20220121_095315.log.json)
| ResNet50 (1024,1024,200) | 69.55 | oc | 1x | 3.39 | 15.5 | - | 2 | [rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc](./rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/gwd/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc-41fd7805.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/gwd/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc_20220120_152421.log.json)


## Citation
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10 changes: 5 additions & 5 deletions configs/kfiou/README.md
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| Backbone | mAP | Angle | lr schd | Mem (GB) | Inf Time (fps) | Aug | Batch Size | Configs | Download |
|:------------:|:----------:|:-----------:|:---------:|:---------:|:---------:|:---------:|:---------:|:---------:|:-------------:|
| ResNet50 (1024,1024,200) | 64.55 | oc | 1x | 3.38 | 14.8 | - | 2 | [rotated_retinanet_hbb_r50_fpn_1x_dota_oc](../rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_r50_fpn_1x_dota_oc-e8a7c7df.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_r50_fpn_1x_dota_oc_20220121_095315.log.json)
| ResNet50 (1024,1024,200) | 69.60 | le90 | 1x | 3.38 | 14.8 | - | 2 | [rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90](./rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90-03e02f75.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90_20220209_173225.log.json)
| ResNet50 (1024,1024,200) | 69.76 | oc | 1x | 3.39 | 15.1 | - | 2 | [rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc](./rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc-c00be030.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc_20220126_081643.log.json)
| ResNet50 (1024,1024,200) | 69.77 | le135 | 1x | 3.38 | 15.1 | - | 2 | [rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135](./rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135-0eaa4156.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135_20220209_173257.log.json)
| ResNet50 (1024,1024,200) | 64.55 | oc | 1x | 3.38 | 15.7 | - | 2 | [rotated_retinanet_hbb_r50_fpn_1x_dota_oc](../rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_r50_fpn_1x_dota_oc-e8a7c7df.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_r50_fpn_1x_dota_oc_20220121_095315.log.json)
| ResNet50 (1024,1024,200) | 69.60 | le90 | 1x | 3.38 | 15.1 | - | 2 | [rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90](./rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90-03e02f75.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90_20220209_173225.log.json)
| ResNet50 (1024,1024,200) | 69.76 | oc | 1x | 3.39 | 15.6 | - | 2 | [rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc](./rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc-c00be030.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc_20220126_081643.log.json)
| ResNet50 (1024,1024,200) | 69.77 | le135 | 1x | 3.38 | 15.3 | - | 2 | [rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135](./rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135-0eaa4156.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135_20220209_173257.log.json)

| Backbone | mAP | Angle | lr schd | Mem (GB) | Inf Time (fps) | Aug | Batch Size | Configs | Download |
|:------------:|:----------:|:-----------:|:---------:|:---------:|:---------:|:---------:|:---------:|:---------:|:-------------:|
| ResNet50 (1024,1024,200) | 69.80 | oc | 1x | 3.54 | 12.1 | - | 2 | [r3det_r50_fpn_1x_dota_oc](../r3det/r3det_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/r3det/r3det_r50_fpn_1x_dota_oc/r3det_r50_fpn_1x_dota_oc-b1fb045c.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/r3det/r3det_r50_fpn_1x_dota_oc/r3det_r50_fpn_1x_dota_oc_20220126_191226.log.json)
| ResNet50 (1024,1024,200) | 69.80 | oc | 1x | 3.54 | 12.4 | - | 2 | [r3det_r50_fpn_1x_dota_oc](../r3det/r3det_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/r3det/r3det_r50_fpn_1x_dota_oc/r3det_r50_fpn_1x_dota_oc-b1fb045c.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/r3det/r3det_r50_fpn_1x_dota_oc/r3det_r50_fpn_1x_dota_oc_20220126_191226.log.json)
| ResNet50 (1024,1024,200) | 72.68 | oc | 1x | 3.62 | 12.2 | - | 2 | [r3det_kfiou_ln_r50_fpn_1x_dota_oc](./r3det_kfiou_ln_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/r3det_kfiou_ln_r50_fpn_1x_dota_oc/r3det_kfiou_ln_r50_fpn_1x_dota_oc-8e7f049d.pth) | [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/r3det_kfiou_ln_r50_fpn_1x_dota_oc/r3det_kfiou_ln_r50_fpn_1x_dota_oc_20220123_074507.log.json)


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