--- a/README.md
+++ b/README.md
@@ -13,7 +13,7 @@
 The system work as follow : 
 
 <section align='center'>
-    <img src='https://github.com/IKetchup/Intelligent_data_extraction_from_medical_reports/blob/main/images/schema.PNG', height="400"/>
+    <img src='https://github.com/IKetchup/Intelligent_data_extraction_from_medical_reports/blob/main/images/schema.PNG?raw=true', height="400"/>
 </section>
 
 ## Requirements
@@ -55,7 +55,7 @@
 Visual output of ACABS segmentation: 
 
 <section align='center'>
-    <img src='https://github.com/IKetchup/Intelligent_data_extraction_from_medical_reports/blob/main/images/acabs_result_fancy.png', height="500"/>
+    <img src='https://github.com/IKetchup/Intelligent_data_extraction_from_medical_reports/blob/main/images/acabs_result_fancy.png?raw=true', height="500"/>
 </section>
 
 ## Extraction of key information
@@ -88,5 +88,5 @@
 See [predictions.ipynb](predictions.ipynb)
 
 <section align='center'>
-    <img src='https://github.com/IKetchup/Intelligent_data_extraction_from_medical_reports/blob/main/images/pred.png'/>
+    <img src='https://github.com/IKetchup/Intelligent_data_extraction_from_medical_reports/blob/main/images/pred.png?raw=true'/>
 </section>