Update README.md

README.md

@@ -66,7 +66,8 @@ for three drone video sessions that were used for [kabr-tools](https://github.co
 - **Curated by:** Alison Zhong and Jenna Kline
 - **Homepage:** https://imageomics.github.io/KABR
 - **Repository:** https://github.com/Imageomics/kabr-tools
-- **Paper:** kabr-tools (manuscript in preparation)
+- **Paper:** kabr-tools 
+https://doi.org/10.48550/arXiv.2510.02030
 
 Annotations were created to evaluate the [kabr-tools pipeline](https://github.com/Imageomics/kabr-tools) and conduct case studies on Grevy's landscape of fear and inter-species spatial distribution. Annotations include manual detections and tracks, mini-scenes cut from source videos, behavior annotations from an X3D action recognition model, and associated drone telemetry data. The detections contain bounding box coordinates, image file names, and class labels for each annotated animal. Annotations were created using [CVAT](https://www.cvat.ai/) to manually draw bounding boxes around animals in a selection of raw drone videos. The annotations were then exported as xml files and used to create the provided mini-scenes. The [KABR X3D model](https://huggingface.co/imageomics/x3d-kabr-kinetics) was used to label the mini-scenes with predicted behaviors. Telemetry data was exported from [Airdata](https://airdata.com/).