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.gitattributes

@@ -34,3 +34,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 images/igbo_search_grid.png filter=lfs diff=lfs merge=lfs -text
+images/native_bird2_diagram.jpg filter=lfs diff=lfs merge=lfs -text

README.md

@@ -25,8 +25,16 @@ metrics:
   - recall
 ---
 
+<p align="center">
+  <img src="images/modular_logo.jpg" alt="Modular" width="260"/>
+</p>
+
 # Native-Bird2: image–text retrieval for Igbo, Hausa, Yoruba and English
 
+<p align="center">
+  <img src="images/native_bird2_diagram.jpg" alt="Native-Bird2: Igbo, Hausa, Yoruba and English text and images in one shared embedding space" width="100%"/>
+</p>
+
 Native-Bird2 puts **Igbo, Hausa, Yoruba and English captions and photos into one shared embedding space**, so a sentence in
 any of the four languages can find matching images, and an image can find matching captions.