Update README.md

README.md

@@ -4,6 +4,27 @@ language:
 - en
 pipeline_tag: image-segmentation
 tags:
-- Semantic Segmentation
-- Medical Images
----
+- CT scans
+- U-Net
+---
+# Model Card for Models of "Automatic semantic segmentation of the osseous structures of the paranasal sinuses"
+
+This is a model repository. Please check all the information in our paper and GitHub page.
+
+## Model Sources
+
+- **Repository:** [GitHub page](https://github.com/BYO-UPM/Craneal_CT)
+- **Paper:** Automatic semantic segmentation of the osseous structures of the paranasal sinuses ([link](https://github.com/BYO-UPM/Craneal_CT))
+
+## Get Start
+
+- 3D models are associated with TensorFlow and Keras.
+- 2D and final models are associated with Pytorch.
+
+You can use the 2D and 3D models for reproduction.
+
+Check this [code](https://github.com/BYO-UPM/Craneal_CT/blob/main/Codes/2D_unets/transfer_learning_ddp.py) for transfer learning using our final model.
+
+## Ethical Issue
+
+Please use our models and datasets appropriately and comply with relevant medical information protection regulations. We have wiped out all data involving private personal information.