Update README.md

README.md

@@ -25,4 +25,31 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+license: cc-by-4.0
+task_categories:
+- object-detection
+size_categories:
+- n<1K
 ---
+# Maize Individual Detection
+
+A dataset for object detection of individual maize from a uav. The dataset contains 27 images with 8,701 bounding box annotations across 1 category.
+
+This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
+
+## Citation
+
+```bibtex
+@article{sangjan2026matchplant,
+  title={MatchPlant: An Open-Source Pipeline for UAV-Based Single-Plant Detection from Undistorted Images with Orthomosaic Projection},
+  author={Sangjan, Worasit and Pandey, Piyush and Best, Norman B. and Washburn, Jacob D.},
+  journal={Smart Agricultural Technology},
+  volume={15},
+  pages={102421},
+  year={2026},
+  publisher={Elsevier}
+}
+```
+Sangjan, W., Pandey, P., Best, N., & Washburn, J. (2025). MatchPlant: An Open-Source Pipeline for UAV-Based Single-Plant Detection from Undistorted Images with Orthomosaic Projection [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.14856123
+
+*This dataset was reformatted from its original format to match HuggingFace standards.*