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‎README.md‎

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@@ -23,11 +23,6 @@ We have added the config for our latest work, Strip-R-CNN [arxiv](https://arxiv.
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/strip-r-cnn-large-strip-convolution-for/object-detection-in-aerial-images-on-dota-1)](https://paperswithcode.com/sota/object-detection-in-aerial-images-on-dota-1?p=strip-r-cnn-large-strip-convolution-for)
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![image](https://github.com/user-attachments/assets/0afd4bbe-c538-4e28-9158-a2ed79379f41)
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## Results and models
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Imagenet 300-epoch pre-trained Strip R-CNN-T backbone: [Download](https://drive.google.com/uc?export=download&id=1Le4QoQPMUlFEssq7BFXGmaYfHoMktvju)
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Imagenet 300-epoch pre-trained Strip R-CNN-S backbone: [Download](https://drive.google.com/uc?export=download&id=1_c2aXANKHl0cIBb370LNIkCyDmQpA3_o)
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##
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Imagenet 300-epoch pre-trained LSKNet-S backbone: [Download](https://download.openmmlab.com/mmrotate/v1.0/lsknet/backbones/lsk_s_backbone-e9d2e551.pth)
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Imagenet 300-epoch pre-trained Strip R-CNN-T backbone: [Download](https://drive.google.com/uc?export=download&id=1Le4QoQPMUlFEssq7BFXGmaYfHoMktvju)
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Imagenet 300-epoch pre-trained Strip R-CNN-S backbone: [Download](https://drive.google.com/uc?export=download&id=1_c2aXANKHl0cIBb370LNIkCyDmQpA3_o)
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DOTA1.0
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| Model | mAP | Angle | lr schd | Batch Size | Configs | Download | note |
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| LSKNet_S (1024,1024,200) + Roi_Trans | 81.22 | le90 | 1x | 2\*8 | [lsk_s_roitrans_fpn_1x_dota](./configs/lsknet/lsk_s_roitrans_fpn_1x_dota.py) | [model](https://pan.baidu.com/s/1OhK5juH__L9CeVKQoHFkDQ?pwd=lsks) \| [log](https://pan.baidu.com/s/1MQj0N9qcfPPWiZRlZ2Ad7A?pwd=lsks) | |
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| LSKNet_S (1024,1024,200) + R3Det | 80.08 | oc | 1x | 2\*8 | [lsk_s_r3det_fpn_1x_dota](./configs/lsknet/lsk_s_r3det_fpn_1x_dota.py) | [model](https://pan.baidu.com/s/186A8Q_j4lNxCp3JcEWy2Bw?pwd=lsks) \| [log](https://pan.baidu.com/s/1xN1GOg1qV7pqhlgUCk0FTQ?pwd=lsks) | |
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| LSKNet_S (1024,1024,200) + S2ANet | 81.32 | le135 | 1x | 2\*8 | [lsk_s_s2anet_fpn_1x_dota](./configs/lsknet/lsk_s_s2anet_fpn_1x_dota.py) | [model](https://pan.baidu.com/s/1bQ41PBzK-OUQX_FYKDO32A?pwd=lsks) \| [log](https://pan.baidu.com/s/1Q4MtKVkyxmFrjW5SMEbTPQ?pwd=lsks) | |
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| Strip R-CNN-T | 81.40 | le90 | 1x | 1\*8 | [strip_rcnn_t_fpn_1x_dota_le90](./configs/strip_rcnn/strip_rcnn_t_fpn_1x_dota_le90.py) | [model](https://drive.google.com/uc?export=download&id=1Le4QoQPMUlFEssq7BFXGmaYfHoMktvju) | |
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| Strip R-CNN-S | 82.28 | le90 | 1x | 1\*8 | [strip_rcnn_s_fpn_1x_dota_le90](./configs/strip_rcnn/strip_rcnn_s_fpn_1x_dota_le90.py) | [model](https://drive.google.com/uc?export=download&id=1_c2aXANKHl0cIBb370LNIkCyDmQpA3_o) | |
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| Strip R-CNN-S* | 82.75 | le90 | 1x | 1\*8 | [strip_rcnn_s_fpn_1x_dota_le90](./configs/strip_rcnn/strip_rcnn_s_fpn_1x_dota_le90.py) | [model](https://drive.google.com/uc?export=download&id=1_c2aXANKHl0cIBb370LNIkCyDmQpA3_o) | MoCAE |
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| StripNet-S + Roi_Trans | 81.72 | le90 | 1x | 1\*8 | [strip_rcnn_s_roitrans_fpn_1x_dota](./configs/strip_rcnn/strip_rcnn_s_roitrans_fpn_1x_dota.py) | [model]() |
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FAIR1M-1.0
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| Model | mAP | Angle | lr schd | Batch Size | Configs | Download | note |
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| :----------------------: | :---: | :---: | :-----: | :------: | :------------------------------------------------------------------------------------------------------------: | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------: |
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| [O-RCNN](https://arxiv.org/abs/2108.05699) (1024,1024,200) | 45.60 | le90 | 1x | 1*8 | [oriented_rcnn_r50_fpn_1x_fair_le90](./configs/oriented_rcnn/oriented_rcnn_r50_fpn_1x_fair_le90.py) | - | Prev. Best |
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| LSKNet_S (1024,1024,200) | 47.87 | le90 | 1x | 1*8 | [lsk_s_fpn_1x_dota_le90](./configs/lsknet/lsk_s_fpn_1x_dota_le90.py) | [model](https://pan.baidu.com/s/1sXyi23PhVwpuMRRdwsIJlQ?pwd=izs8) \| [log](https://pan.baidu.com/s/1idHq3--oyaWK3GWYqd8brQ?pwd=zznm) | |
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| Strip R-CNN-S | 48.26 | le90 | 1x | 1*8 | [strip_rcnn_s_fpn_1x_dota_le90](./configs/strip_rcnn/strip_rcnn_s_fpn_1x_dota_le90.py) | [model](https://drive.google.com/uc?export=download&id=1_c2aXANKHl0cIBb370LNIkCyDmQpA3_o) | |
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HRSC2016
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| [RTMDet-l](https://arxiv.org/abs/2212.07784) | 90.60 | 97.10 | le90 | 3x | - | - | - | Prev. Best |
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| [ReDet](https://arxiv.org/abs/2103.07733) | 90.46 | 97.63 | le90 | 3x | 2\*4 | [redet_re50_refpn_3x_hrsc_le90](./configs/redet/redet_re50_refpn_3x_hrsc_le90.py) | - | Prev. Best |
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| LSKNet_S | 90.65 | 98.46 | le90 | 3x | 1\*8 | [lsk_s_fpn_3x_hrsc_le90](./configs/lsknet/lsk_s_fpn_3x_hrsc_le90.py) | [model](https://download.openmmlab.com/mmrotate/v1.0/lsknet/lsk_s_fpn_3x_hrsc_le90/lsk_s_fpn_3x_hrsc_le90_20230205-4a4a39ce.pth) \| [log](https://download.openmmlab.com/mmrotate/v1.0/lsknet/lsk_s_fpn_3x_hrsc_le90/lsk_s_fpn_3x_hrsc_le90_20230205-4a4a39ce.pth) | |
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| Strip R-CNN-S | 90.60 | 98.70 | le90 | 3x | 1\*8 | [strip_rcnn_s_fpn_3x_hrsc_le90](./configs/strip_rcnn/strip_rcnn_s_fpn_3x_hrsc_le90.py) | [model](https://drive.google.com/uc?export=download&id=1_c2aXANKHl0cIBb370LNIkCyDmQpA3_o) | |
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## Installation
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## Star History
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[![Star History Chart](https://api.star-history.com/svg?repos=zcablii/LSKNet&type=Date)](https://star-history.com/#zcablii/LSKNet&Date)
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[![Star History Chart](https://api.star-history.com/svg?repos=YXB-NKU/Strip-R-CNN&type=Date)](https://star-history.com/#YXB-NKU/Strip-R-CNN&Date)
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## License
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Licensed under a [Creative Commons Attribution-NonCommercial 4.0 International](https://creativecommons.org/licenses/by-nc/4.0/) for Non-commercial use only.
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Any commercial use should get formal permission first.

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