Update README.md

README.md

@@ -4,8 +4,8 @@ tags:
 - image-captioning
 license: apache-2.0
 widget:
-- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/burger.jpg
-  example_title: burger
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/savanna.jpg
+  example_title: Savanna
 - src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/football-match.jpg
   example_title: Football Match
 - src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/airport.jpg
@@ -17,6 +17,13 @@ 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
 
 ```python
@@ -74,3 +81,10 @@ 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