Update README.md

README.md

@@ -7,6 +7,8 @@ size_categories:
 viewer: false
 ---
 
+## Dataset Description
+
 We introduce a challenging dataset for identifying machine parts from real photos,
 featuring images of 102 parts from a labeling machine. This dataset was developed
 with the complexity of real-world scenarios in mind and highlights the complexity
@@ -18,4 +20,7 @@ environment maps, lights, and virtual cameras arranged to ensure varied mesh
 orientations. We also use material metadata and apply one of 21 texture materials
 to the objects. We render all images at 512x512 pixels. The real photo set consists of
 raw images captured under varying conditions using different cameras, including
-varied lighting, backgrounds, and environmental factors.
+varied lighting, backgrounds, and environmental factors.
+
+### Citation Information
+