Update README.md

README.md

 # Copula-based conformal bounding box prediction
 
-## Full report
-- [Copula-based conformal prediction for object detection: a more efficient approach](coming_soon@PMLR/COPA2024/our_paper.pdf)
-
-<!-- 🚩  - Checkout demo.ipynb for more details about the results ⚠️ -->
+## Examples
+Inferring bounding box prediction regions with **95%** coverage/validity rate, on **BDD100K**, with the **Empirical DE-CCP** approach. The ground truth boxes are shown in green and their prediction regions are highlighted in white (with blue borders).
+![Visual demo](demo.gif)
 
 ## Requirements
 - Conda v23.11.0 
 - CUDA v12.0+ (drv N° 525.147.05+)
 - All the packages in environment.yml
 
-## How to reproduce experiments
+## Tutorial
 - run setup.sh
 - fill experiments.yaml
 - run experiments.py
 - run demo.ipynb
 
-## Examples
-Inferring bounding box prediction regions with **95%** coverage/validity rate, on **BDD100K**, with the **Empirical DE-CCP** approach. The ground truth boxes are shown in green and their prediction regions are highlighted in white (with blue borders).
-![Visual demo](demo.gif)
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+## Full report
+- [Copula-based conformal prediction for object detection: a more efficient approach](coming_soon@PMLR/COPA2024/our_paper.pdf)
+
+<!-- 🚩  - Checkout demo.ipynb for more details about the results ⚠️ -->
\ No newline at end of file