Add citation and grant acknowledgement to readme

README.md

@@ -65,4 +65,29 @@ model.train(data=YAML,
 
 ## How to Get Started with the Model
 
-To view applications of how to load in the model file and predict masks on images, please refer to [this github repository](https://github.com/Imageomics/wing-segmentation)
+To view applications of how to load in the model file and predict masks on images, please refer to [this github repository](https://github.com/Imageomics/wing-segmentation)
+
+## Citation
+
+**BibTeX:**
+
+```
+@software{Ramirez_Lepidoptera_Wing_Segmentation_2024,
+  author = {Ramirez, Michelle},
+  doi = {10.5281/zenodo.10869579},
+  month = mar,
+  title = {{Lepidoptera Wing Segmentation}},
+  url = {https://github.com/Imageomics/wing-segmentation},
+  version = {1.0.0},
+  year = {2024}
+}
+```
+
+**APA:**
+
+Ramirez, M. (2024). Lepidoptera Wing Segmentation (Version 1.0.0) [Computer software]. https://doi.org/10.5281/zenodo.10869579
+
+## Acknowledgements
+
+The [Imageomics Institute](https://imageomics.org) is funded by the US National Science Foundation's Harnessing the Data Revolution (HDR) program under [Award #2118240](https://www.nsf.gov/awardsearch/showAward?AWD_ID=2118240) (Imageomics: A New Frontier of Biological Information Powered by Knowledge-Guided Machine Learning). Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
+