Update README.md

README.md

@@ -13,32 +13,24 @@ probably proofread and complete it, then remove this comment. -->
 
 # sam-finetuned
 
-This model is a fine-tuned version of [facebook/sam-vit-base](https://huggingface.co/facebook/sam-vit-base) on an unknown dataset.
-It achieves the following results on the evaluation set:
-
-
 ## Model description
 
-More information needed
-
-## Intended uses & limitations
-
-More information needed
-
-## Training and evaluation data
-
-More information needed
+This model is a fine-tuned version of [facebook/sam-vit-base](https://huggingface.co/facebook/sam-vit-base) on an breast cancer dataset. It is not trained for production but for Keras example.
 
 ## Training procedure
 
 ### Training hyperparameters
 
+The model was trained for 20 epochs.
 The following hyperparameters were used during training:
 - optimizer: None
 - training_precision: float32
 
 ### Training results
 
+You can see an example inference below. 
+
+![](https://huggingface.co/merve/sam-finetuned/resolve/main/Screenshot%202023-07-11%20at%2009.13.41.png)
 
 
 ### Framework versions