The overall architecture diagram of the model and the diagrams of each module are as follows:

1. Create a new "checkpoints" folder and download the "sam2.1_hiera_large.pt" file, placing it into this folder.
2. Configure the Python environment according to sam2 and install the corresponding packages.
3. The "sam2dino_seg" folder contains code for training, testing, and evaluation.

Acknowledgement

This project is based on the SAM2-UNet project (https://github.com/WZH0120/SAM2-UNet).