adding images

introduction.md

@@ -134,12 +134,22 @@ the translated image labels might have had an impact on the final scores.
 
 ## Qualitative Evaluation
 
-We hereby show some very interesting properties of the model. The first one is its ability to detect colors and the second one is its (partial) counting
-ability. To our own surprise, many of the answers the model gives make a lot of sense!
+We hereby show some very interesting properties of the model. One is its ability to detect colors, 
+then there is its (partial) counting ability and finally the ability of understanding more complex quries. To our own surprise, many of the answers the model gives make a lot of sense! 
+Look at the following - slightly cherry picked (but not even that much) - examples:
 
 ### Colors
+<img src="https://huggingface.co/spaces/clip-italian/clip-italian-demo/raw/main/static/img/fiore_giallo.png" alt="drawing" width="600"/>
+<img src="https://huggingface.co/spaces/clip-italian/clip-italian-demo/raw/main/static/img/fiore_blu.png" alt="drawing" width="600"/>
 
 ### Counting
+<img src="https://huggingface.co/spaces/clip-italian/clip-italian-demo/raw/main/static/img/gatto.png" alt="drawing" width="600"/>
+<img src="https://huggingface.co/spaces/clip-italian/clip-italian-demo/raw/main/static/img/due_gatti.png" alt="drawing" width="600"/>
+
+### Complex Queries
+<img src="https://huggingface.co/spaces/clip-italian/clip-italian-demo/raw/main/static/img/due_cavalli_marroni.png" alt="drawing" width="600"/>
+<img src="https://huggingface.co/spaces/clip-italian/clip-italian-demo/raw/main/static/img/gatto_su_sedia.png" alt="drawing" width="600"/>
+
 
 # Broader Outlook