paddlers/docs/intro/model_zoo_en.md

Model Zoo

PaddleRS' base model library comes from the PaddleCV development kits: PaddleClas, PaddleSeg, PaddleDetection and PaddleGAN. In addition, PaddleRS also contains a series of remote sensing feature models, which can be used for remote sensing image segmentation and change detection.

List of PaddleRS Supported Models

All models currently supported by PaddleRS are as follows (those marked * are dedicated models for remote sensing) :

Task	Model	Multiband 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