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35 lines
1.4 KiB
35 lines
1.4 KiB
2 years ago
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# 模型库
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PaddleRS的基础模型库来自Paddle-CV系列套件：[PaddleClas](https://github.com/PaddlePaddle/PaddleClas/blob/release/2.3/docs/zh_CN/algorithm_introduction/ImageNet_models.md)、[PaddleSeg](https://github.com/PaddlePaddle/PaddleSeg/blob/release/2.4/docs/model_zoo_overview_cn.md)、[PaddleDetection](https://github.com/PaddlePaddle/PaddleDetection/blob/release/2.3/README_cn.md#模型库)以及[PaddleGAN](https://github.com/PaddlePaddle/PaddleGAN/blob/develop/README_cn.md#模型库)。除此之外，PaddleRS也包含一系列遥感特色模型，可用于遥感影像分割、变化检测等。
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## PaddleRS支持的模型列表
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PaddleRS支持的全部模型如下（标注\*的为遥感专用模型）：
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| 任务 | 模型 |
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|--------|---------|
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| 变化检测 | \*BIT |
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| 变化检测 | \*CDNet |
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| 变化检测 | \*DSAMNet |
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| 变化检测 | \*DSIFN |
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| 变化检测 | \*SNUNet |
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| 变化检测 | \*STANet |
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| 变化检测 | \*FC-EF |
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| 变化检测 | \*FC-Siam-conc |
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| 变化检测 | \*FC-Siam-diff |
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| 场景分类 | HRNet |
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| 场景分类 | MobileNetV3 |
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| 场景分类 | ResNet50-vd |
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| 场景分类 | CondenseNetV2 |
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| 图像复原 | DRN |
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| 图像复原 | ESRGAN |
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| 图像复原 | LESRCNN |
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| 目标检测 | Faster R-CNN |
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| 目标检测 | PP-YOLO |
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| 目标检测 | PP-YOLO Tiny |
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| 目标检测 | PP-YOLOv2 |
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| 目标检测 | YOLOv3 |
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| 图像分割 | DeepLab V3+ |
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| 图像分割 | UNet |
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| 图像分割 | \*FarSeg |
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