Update README.md

README.md

@@ -24,4 +24,27 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+license: cc-by-sa-4.0
+task_categories:
+- object-detection
+size_categories:
+- 1K<n<10K
 ---
+# Wheat Head Counting
+
+A dataset for object detection of Wheat Head Counting. The dataset contains 6,512 images with 275,466 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{david2020global,
+title={Global Wheat Head Detection (GWHD) dataset: a large and diverse dataset of high-resolution RGB-labelled images to develop and benchmark wheat head detection methods},\
+author={David, Etienne and Madec, Simon and Sadeghi-Tehran, Pouria and Aasen, Helge and Zheng, Bangyou and Liu, Shouyang and Kirchgessner, Norbert and Ishikawa, Goro and Nagasawa, Koichi and Badhon, Minhajul A and others},
+journal={Plant Phenomics},
+volume={2020},
+year={2020},
+publisher={Science Partner Journal}
+}
+```