Update README.md

README.md

@@ -18,20 +18,20 @@ This modelcard aims to be a base template for new models. It has been generated
 
 
 
-- **Developed by:** [More Information Needed]
-- **Shared by [optional]:** [More Information Needed]
-- **Model type:** [More Information Needed]
+- **Developed by:** Varun Mannam
+- **Shared by [optional]:** Varun Mannam
+- **Model type:** Image-to-image regression
 - **Language(s) (NLP):** [More Information Needed]
-- **License:** [More Information Needed]
-- **Finetuned from model [optional]:** [More Information Needed]
+- **License:**  GPL
+- **Finetuned from model [optional]:** No need
 
 ### Model Sources [optional]
 
 <!-- Provide the basic links for the model. -->
 
-- **Repository:** [More Information Needed]
-- **Paper [optional]:** [More Information Needed]
-- **Demo [optional]:** [More Information Needed]
+- **Repository:** https://github.com/ND-HowardGroup/Instant-Image-Denoising/tree/master/Plugins/Image_Denoising_Plugins_Journal
+- **Paper [optional]:** https://opg.optica.org/optica/fulltext.cfm?uri=optica-9-4-335&id=470659
+- **Demo [optional]:** https://github.com/ND-HowardGroup/Instant-Image-Denoising/tree/master/Plugins/Model_validation
 
 ## Uses