Update README.md

README.md

@@ -352,6 +352,7 @@ The very first publicly available dataset for chicken re-identification.
 <!-- Provide the basic links for the dataset. -->
 
 **Code:** [GitHub](https://github.com/DariaKern/Chicks4FreeID)
+**Paper:** Link to OpenReview coming soon...
 <!--- **Repository:** https://github.com/DariaKern/Chicks4FreeID -->
 <!--- **Paper [optional]:** [More Information Needed]-->
 <!---- **Demo [optional]:** [More Information Needed]-->
@@ -359,14 +360,13 @@ The very first publicly available dataset for chicken re-identification.
 ## Uses
 
 <!-- Address questions around how the dataset is intended to be used. -->
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/6638cca0fb1223a10d83aed9/vB7LCAo5TIWHyB3DzZj1T.png)
-
 
 ### Direct Use
 
 <!-- This section describes suitable use cases for the dataset. -->
 
-[More Information Needed]
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6638cca0fb1223a10d83aed9/vB7LCAo5TIWHyB3DzZj1T.png)
+
 
 ### Out-of-Scope Use
 
@@ -379,7 +379,21 @@ Do not use for re-identification of roosters or ducks.
 <!-- This section provides a description of the dataset fields, and additional information about the dataset structure--> 
 <!-- such as criteria used to create the splits, relationships between data points, etc. -->
 
-[More Information Needed]
+Modalities:
+* 677 images
+* 1270 preprocessed cut-out crops 
+* 1270 binary instance segmentation masks
+* 677 color-Coded semantic segmentation masks
+  (classes: chicken, rooster, duck, background)
+
+Instance annotations:
+* Animal category (chicken, rooster, duck)
+* Identity (54 unique names)
+* Coop (1-11)
+* Visibility (best, good, bad)
+
+
+more info coming soon...
 
 ## Dataset Creation