Update README.md

README.md

@@ -17,12 +17,6 @@ widget:
 This is an image captioning model trained by @ydshieh in [flax ](https://github.com/huggingface/transformers/tree/main/examples/flax/image-captioning) this is pytorch version of [this](https://huggingface.co/ydshieh/vit-gpt2-coco-en-ckpts).
 
 
-# The Illustrated Image Captioning using transformers
-
-![](https://ankur3107.github.io/assets/images/vision-encoder-decoder.png)
-
-* https://ankur3107.github.io/blogs/the-illustrated-image-captioning-using-transformers/
-
 
 # Sample running code
 
@@ -63,7 +57,7 @@ def predict_step(image_paths):
   return preds
 
 
-predict_step(['doctor.e16ba4e4.jpg']) # ['a woman in a hospital bed with a woman in a hospital bed']
+predict_step(['butterfly.jpg']) 
 
 ```
 
@@ -81,10 +75,3 @@ image_to_text("https://ankur3107.github.io/assets/images/image-captioning-exampl
 
 
 ```
-
-
-# Contact for any help
-* https://huggingface.co/ankur310794
-* https://twitter.com/ankur310794
-* http://github.com/ankur3107
-* https://www.linkedin.com/in/ankur310794