update README.md

README.md

@@ -37,7 +37,7 @@ The D-FINE family includes five model sizes trained on the [L&A Pucks Dataset](h
 | Large         | 31.2M    | 0.828        | [🤗 d-fine-large](https://huggingface.co/Laudando-Associates-LLC/d-fine-large) |
 | Extra Large   | 62.7M    | 0.803        | [🤗 d-fine-xlarge](https://huggingface.co/Laudando-Associates-LLC/d-fine-xlarge) |
 
-> 📌 mAP values are evaluated on the held-out validation set of the L&A Pucks dataset.
+> mAP values are evaluated on the validation set of the L&A Pucks dataset.
 
 ## Installation
 
@@ -45,7 +45,7 @@ The D-FINE family includes five model sizes trained on the [L&A Pucks Dataset](h
 pip install -r requirements.txt
 ```
 
-> 📌 Tip: Use a virtual environment (venv or conda) to avoid dependency conflicts.
+> Tip: Use a virtual environment (venv or conda) to avoid dependency conflicts.
 
 ## How to Use