# Transformer in CV

### MEGALODON

https://arxiv.org/pdf/2404.08801.pdf

### Vision Mamba

[https://github.com/hustvl/Vim/](https://github.com/hustvl/Vim/)

[![image.png](https://agix.host/uploads/images/gallery/2025-01/scaled-1680-/2bBimage-png.png)](https://agix.host/uploads/images/gallery/2025-01/scaled-1680-/2bBimage-png.png)

### Vision Transformer，ViT

[https://github.com/huggingface/pytorch-image-models/blob/main/timm/models/vision\_transformer.py](https://github.com/huggingface/pytorch-image-models/blob/main/timm/models/vision_transformer.py)

[![image.png](https://agix.host/uploads/images/gallery/2025-01/scaled-1680-/rq4image-png.png)](https://agix.host/uploads/images/gallery/2025-01/scaled-1680-/rq4image-png.png)

[![image.png](https://agix.host/uploads/images/gallery/2025-01/scaled-1680-/PGBimage-png.png)](https://agix.host/uploads/images/gallery/2025-01/scaled-1680-/PGBimage-png.png)

### DEtection TRansformer，DETR

[![image.png](https://agix.host/uploads/images/gallery/2025-01/scaled-1680-/F4uimage-png.png)](https://agix.host/uploads/images/gallery/2025-01/scaled-1680-/F4uimage-png.png)

### SEgmentation TRansformer，SETR

[![image.png](https://agix.host/uploads/images/gallery/2025-01/scaled-1680-/GP9image-png.png)](https://agix.host/uploads/images/gallery/2025-01/scaled-1680-/GP9image-png.png)