diff --git a/README.md b/README.md
index 33983d5..1455e2f 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,22 @@
 # ML_problems
 
 This is a repository which contains my Machine learning problems and scripts created while learning various implementations in ML.
+
+## Usage
+
+You can run all the scripts individually by having all the required dependencies installed in your machine. Please note that you should have all the other scripts in your same local directory in order for the imports to work properly.
+
+## Detection of Rare Genetic Diseases using Facial 2D Images with Transfer Learning
+
+### Overview:
+With a population of around 7.6 billion in the world, approx 61 crore people in the world suffer from rare genetic diseases. This is a massive report and we still don’t see proper care given to them. They are an ignored part of our community and we need suitable actions to be taken in favor of them. Though we cannot cure most of them completely, we can surely help improve their lives with our little gestures.
+
+![Rare Diseases](/assets/rare_dis.jpg)
+
+
+## Contributing
+Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
+
+
+## License
+[MIT](https://choosealicense.com/licenses/mit/)
\ No newline at end of file
diff --git a/assets/rare_dis.jpg b/assets/rare_dis.jpg
new file mode 100644
index 0000000..5066f6d
Binary files /dev/null and b/assets/rare_dis.jpg differ