update documentation

app.py

@@ -66,6 +66,8 @@ article = """
 \n
 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 \n
+#### Let's connect on Linkedin: https://www.linkedin.com/in/vincent-claes-0b346337/
+\n
 # Context
 I fine tuned Open Ai's CLIP model on both text (tweets) and images of emoji's!\n
 The current model you can play with is fine-tuned on 15 samples per emoji.
@@ -74,7 +76,7 @@ The current model you can play with is fine-tuned on 15 samples per emoji.
 - dataset: https://huggingface.co/datasets/vincentclaes/emoji-predictor \n
 - profile: https://huggingface.co/vincentclaes \n
 
-# Performance
+# Precision
 
 Below you can find a table with the precision for predictions and suggestions 
 for a range of samples per emoji we fine-tuned CLIP on.