Add link to catalog for searchability (#2)

- Add link to catalog for searchability (addb91d420afcd42ff537ac12818639129e8e03e)
- Add screenshot of catalog (2fcab68bdcb43152ef610821bc642184178b0729)
- user newer version (now links from title instead of "View on Hub" or "View Repo" (8312cdf0c3f96e1fe77380722cd1b092f8ec8c2b)

README.md

@@ -9,7 +9,9 @@ pinned: true
 
 # Imageomics: Bringing machine learning to life.
 
-The Imageomics Institute HuggingFace organization hosts a collection of open-source models and datasets used to study the biological information encoded in images and videos integrated with structured biological knowledge.  
+The Imageomics Institute HuggingFace organization hosts a collection of open-source models and datasets used to study the biological information encoded in images and videos integrated with structured biological knowledge.  All Imageomics code, data, models, and demos hosted on GitHub or Hugging Face are keyword-searchable through the [Imageomics Catalog](https://imageomics.github.io/catalog/):
+
+![Screenshot of Imageomics Catalog, organized by most likes/stars](https://cdn-uploads.huggingface.co/production/uploads/642dbba7c3a53b9e1d6e8726/iPhkCtLKknkJxGTjlyBHL.png)
 
 ## What is the Imageomics Institute?