[简体中文](model_zoo_cn.md) | English

# Model Zoo

PaddleRS' base model library originates from the PaddleCV development kits: [PaddleClas](https://github.com/PaddlePaddle/PaddleClas/blob/release/2.3/docs/en/algorithm_introduction/ImageNet_models_en.md), [PaddleSeg](https://github.com/PaddlePaddle/PaddleSeg/blob/release/2.4/docs/model_zoo_overview.md), [PaddleDetection](https://github.com/PaddlePaddle/PaddleDetection/blob/release/2.3/README_en.md) and [PaddleGAN](https://github.com/PaddlePaddle/PaddleGAN/blob/develop/README.md). In addition, PaddleRS also contains a series of models specially designed for remote sensing tasks, which can be used for remote sensing image segmentation, change detection, etc.

## List of PaddleRS Supported Models

All models currently supported by PaddleRS are listed below (those marked \* are dedicated models for remote sensing) :

| Task | Model | Multi-band Support |
|--------|---------|------|
| Change Detection | \*BIT | Yes |
| Change Detection | \*CDNet | Yes |
| Change Detection | \*ChangeFormer | Yes |
| Change Detection | \*ChangeStar | No |
| Change Detection | \*DSAMNet | Yes |
| Change Detection | \*DSIFN | No |
| Change Detection | \*FC-EF | Yes |
| Change Detection | \*FC-Siam-conc | Yes |
| Change Detection | \*FC-Siam-diff | Yes |
| Change Detection | \*FCCDN | Yes |
| Change Detection | \*P2V-CD | Yes |
| Change Detection | \*SNUNet | Yes |
| Change Detection | \*STANet | Yes |
| Scene Classification | CondenseNet V2 | Yes |
| Scene Classification | HRNet | No |
| Scene Classification | MobileNetV3 | No |
| Scene Classification | ResNet50-vd | No |
| Image Restoration | DRN | No |
| Image Restoration | ESRGAN | Yes |
| Image Restoration | LESRCNN | No |
| Object Detection | Faster R-CNN | No |
| Object Detection | PP-YOLO | No |
| Object Detection | PP-YOLO Tiny | No |
| Object Detection | PP-YOLOv2 | No |
| Object Detection | YOLOv3 | No |
| Image Segmentation | BiSeNet V2 | Yes |
| Image Segmentation | DeepLab V3+ | Yes |
| Image Segmentation | \*FactSeg | Yes |
| Image Segmentation | \*FarSeg | Yes |
| Image Segmentation | Fast-SCNN | Yes |
| Image Segmentation | HRNet | Yes |
| Image Segmentation | UNet | Yes |