Add some more clarification around links and direct to kabr-tools docs

README.md

@@ -17,13 +17,13 @@ tags:
 - UAV
 - drone
 - video
-model_description: "Behavior recognition model for in situ drone videos of zebras and giraffes, built using X3D model initialized on Kinetics weights. It is trained on the KABR dataset, which is comprised of 10 hours of aerial video footage of reticulated giraffes (Giraffa reticulata), Plains zebras (Equus quagga), and Grevy’s zebras (Equus grevyi) captured using a DJI Mavic 2S drone. It includes both spatiotemporal (i.e., mini-scenes) and behavior annotations provided by an expert behavioral ecologist."
+model_description: "Behavior recognition model for in situ drone videos of zebras and giraffes, built using X3D model initialized on Kinetics weights. It is trained on the KABR mini-scene dataset, which is comprised of 10 hours of aerial video footage of reticulated giraffes (Giraffa reticulata), Plains zebras (Equus quagga), and Grevy’s zebras (Equus grevyi) captured using a DJI Mavic 2S drone. It includes both spatiotemporal (i.e., mini-scenes) and behavior annotations provided by an expert behavioral ecologist."
 ---
 
 # Model Card for X3D-KABR-Kinetics
 X3D-KABR-Kinetics is a behavior recognition model for in situ drone videos of zebras and giraffes, 
 built using X3D model initialized on Kinetics weights. 
-It is trained on the [KABR dataset](https://huggingface.co/datasets/imageomics/KABR), 
+It is trained on the [KABR mini-scene dataset](https://huggingface.co/datasets/imageomics/KABR), 
 which is comprised of 10 hours of aerial video footage of reticulated giraffes
 (*Giraffa reticulata*), Plains zebras (*Equus quagga*), and Grevy’s zebras
 (*Equus grevyi*) captured using a DJI Mavic 2S drone.
@@ -50,7 +50,7 @@ This model was developed for the benefit of the community as an open-source prod
 
 - **Repository:** [Project Repo](https://github.com/Imageomics/kabr-tools)
 - **Paper:** [Paper Link](https://link.springer.com/article/10.1007/s11042-024-20512-4)
-- **Project Page** [Project Page](https://imageomics.github.io/KABR/)
+- **Project Page:** [KABR Project Page](https://imageomics.github.io/KABR/), [KABR mini-scene project page](https://kabrdata.xyz/)
 
 ## Uses
 
@@ -58,7 +58,7 @@ X3D-KABR-Kinetics has extensively studied ungulate behavior classification from
 
 ### Direct Use
 
-Please see the illustrative examples on the [kabr-tools repository](https://github.com/Imageomics/kabr-tools) 
+Please see the illustrative examples in the [kabr-tools docs](https://imageomics.github.io/kabr-tools/case_studies/overview/) 
 for more information on how this model can be used generate time-budgets from aerial video of animals.
 
 ### Out-of-Scope Use
@@ -81,8 +81,7 @@ This model was trained to detect and classify behavior from drone videos of zebr
 
 ## How to Get Started with the Model
 
-
-Please see the illustrative examples on the [kabr-tools repository](https://github.com/Imageomics/kabr-tools) 
+Please see the illustrative examples in the [kabr-tools docs](https://imageomics.github.io/kabr-tools/) 
 for more information on how this model can be used generate time-budgets from aerial video of animals.
 
 ## Training Details
@@ -124,7 +123,7 @@ The dataset was evaluated on the X3D-L model utilizing the [SlowFast](https://gi
 
 ### Testing Data
 
-We provide a train-test split of the mini-scenes from the [KABR Dataset](https://huggingface.co/datasets/imageomics/KABR) for evaluation purposes (test set indicated in [annotations/val.csv](https://huggingface.co/datasets/imageomics/KABR/blob/main/KABR/annotation/val.csv), with 75% for train and 25% for testing. No mini-scene was divided by the split. The splits ensured a stratified representation of giraffes, Plains zebras, and Grevy’s zebras.
+We provide a train-test split of the mini-scenes from the [KABR mini-scene dataset](https://huggingface.co/datasets/imageomics/KABR) for evaluation purposes (test set indicated in [annotations/val.csv](https://huggingface.co/datasets/imageomics/KABR/blob/main/KABR/annotation/val.csv), with 75% for train and 25% for testing. No mini-scene was divided by the split. The splits ensured a stratified representation of giraffes, Plains zebras, and Grevy’s zebras.
 
 #### Metrics