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add new trained model link and upload docker image
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yangxue0827 committed Nov 27, 2019
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6 changes: 3 additions & 3 deletions MODEL_ZOO.md
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| [RetinaNet](https://github.com/DetectionTeamUCAS/RetinaNet_Tensorflow_Rotation) | ResNet50_v1 600->800 | DOTA1.0 trainval | DOTA1.0 test | 65.11 | [model](https://drive.google.com/file/d/1vnJd4FEvy61yvcYqhZJgfnxJ3fByULOR/view?usp=sharing) | H | smooth L1 + **atan(theta)** | 90 | 1x | No | 1X GeForce RTX 2080 Ti | 1 | cfgs_res50_dota_v16.py |
| [RetinaNet](https://github.com/DetectionTeamUCAS/RetinaNet_Tensorflow_Rotation) | ResNet50_v1 600->800 | DOTA1.0 trainval | DOTA1.0 test | 64.10 | [model](https://drive.google.com/file/d/1SgiDME_gHzKrFxoZSjS9E-_QbGiBr9lV/view?usp=sharing) | H | smooth L1 | **180** | 1x | No | 1X GeForce RTX 2080 Ti | 1 | cfgs_res50_dota_v15.py |
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| [RetinaNet](https://github.com/DetectionTeamUCAS/RetinaNet_Tensorflow_Rotation) (baseline) | ResNet50_v1 600->800 | DOTA1.0 trainval | DOTA1.0 test | 61.94 | - | R | smooth L1 | 90 | 1x | No | 1X GeForce RTX 2080 Ti | 1 | cfgs_res50_dota_v1.py |
| [RetinaNet](https://github.com/DetectionTeamUCAS/RetinaNet_Tensorflow_Rotation) (baseline) | ResNet50_v1 600->800 | DOTA1.0 trainval | DOTA1.0 test | 62.76 | [model](https://drive.google.com/file/d/1n0O6qLJjdDewb_9FDgsGkISevL7SLD8_/view?usp=sharing) | R | smooth L1 | 90 | 1x | No | 1X GeForce RTX 2080 Ti | 1 | cfgs_res50_dota_v1.py |
| [RetinaNet](https://github.com/DetectionTeamUCAS/RetinaNet_Tensorflow_Rotation) (baseline) | ResNet50_v1 600->800 | DOTA1.0 trainval | DOTA1.0 test | 62.25 | - | R | smooth L1 | 90 | **2x** | No | **8X** GeForce RTX 2080 Ti | 1 | cfgs_res50_dota_v10.py |
| [RetinaNet](https://github.com/DetectionTeamUCAS/RetinaNet_Tensorflow_Rotation) | ResNet50_v1 600->800 | DOTA1.0 trainval | DOTA1.0 test | 68.65 | [model](https://drive.google.com/file/d/17RLZK0CwIgqtCAnifa0huWCa3EAaTw_l/view?usp=sharing) | R | [**iou-smooth L1**](https://arxiv.org/abs/1811.07126) | 90 | 1x | No | 1X GeForce RTX 2080 Ti | 1 | cfgs_res50_dota_v5.py |
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| [R<sup>3</sup>Det](https://arxiv.org/abs/1908.05612) | **ResNet152_v1** 600->800 | DOTA1.0 trainval | DOTA1.0 test | 72.81 | - | H + R | smooth L1 | 90 | **4x** | Yes | 8X GeForce RTX 2080 Ti | 1 | - |
| [R<sup>3</sup>Det*](https://arxiv.org/abs/1908.05612) | **ResNet152_v1** 600->800 | DOTA1.0 trainval | DOTA1.0 test | 73.74 | - | H + R | smooth L1 | 90 | **4x** | Yes | 8X GeForce RTX 2080 Ti | 1 | - |
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| **R<sup>3</sup>Det++** | ResNet50_v1 600->800 | DOTA1.0 trainval | DOTA1.0 test | 68.54 | - | H + R | smooth L1 | 90 | 2x | No | 2X GeForce RTX 2080 Ti | 1 | cfgs_res50_dota_r3det_plusplus_v2.py |
| R<sup>3</sup>Det++ | **ResNet152_v1** 600->800 | DOTA1.0 trainval | DOTA1.0 test | 74.41 | - | H + R | smooth L1 | 90 | 4x | Yes | 8X GeForce RTX 2080 Ti | 1 | - |
| **R<sup>3</sup>Det++** | ResNet50_v1 600->800 | DOTA1.0 trainval | DOTA1.0 test | 69.07 | [model](https://drive.google.com/file/d/1IucVSnPomj7UAH_aBApDv38ZKeufnNeb/view?usp=sharing) | H + R | smooth L1 | 90 | 2x | No | 4X GeForce RTX 2080 Ti | 1 | cfgs_res50_dota_r3det_plusplus_v2.py |
| R<sup>3</sup>Det++ | **ResNet152_v1** 600->800 | DOTA1.0 trainval | DOTA1.0 test | 74.41 | - | H + R | smooth L1 | 90 | 4x | Yes | 8X GeForce RTX 2080 Ti | 1 | - |
| R<sup>3</sup>Det++ | ResNet152_v1 **MS** | DOTA1.0 trainval | DOTA1.0 test | 76.56 | [model](https://drive.google.com/file/d/1DTEwh1Uyj14PgCjGFZW4jOdWdMw7GJQf/view?usp=sharing) | H + R + more | smooth L1 | 90 | 6x | Yes | 4X GeForce RTX 2080 Ti | 1 | cfgs_res152_dota_r3det_plusplus_v1.py |

[R<sup>3</sup>Det*](https://arxiv.org/abs/1908.05612): R<sup>3</sup>Det with two refinement stages
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5 changes: 3 additions & 2 deletions README.md
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![1](demo1.png)

## My Development Environment
**docker images: docker pull yangxue2docker/yx-tf-det:tensorflow1.13.1-cuda10-gpu-py3**
1、python3.5 (anaconda recommend)
2、cuda >= 9.0
2、cuda >= 10.0
3、[opencv(cv2)](https://pypi.org/project/opencv-python/)
4、[tfplot 0.2.0](https://github.com/wookayin/tensorflow-plot) (optional)
5、tensorflow 1.12
5、tensorflow 1.13

## Download Model
### Pretrain weights
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