Update README.md

README.md

@@ -91,7 +91,7 @@ pipeline_tag: image-segmentation
 <br>
 
 <div style="border:1px solid black; padding:25px; background-color:#FDFFF4 ; padding-top:10px; padding-bottom:1px;">
-  <h1>FLAIR-INC_rgbie_15cl_resnet34-unet</h1> 
+  <h1>FLAIR-INC_rgbi_15cl_resnet34-unet</h1> 
   <p>The general characteristics of this specific model <strong>FLAIR-INC_rgbi_15cl_resnet34-unet</strong> are :</p>
   <ul style="list-style-type:disc;">
     <li>Trained with the FLAIR-INC dataset</li>
@@ -119,7 +119,7 @@ The product called ([BD ORTHO®](https://geoservices.ign.fr/bdortho)) has its ow
 Consequently, the model’s prediction would improve if the user images are similar to the original ones.
 
 _**Radiometry of input images**_ :
-The BD ORTHO input images are distributed in 8-bit encoding format per channel. When traning the model, input normalization was performed (see section **Trainingg Details**). 
+The BD ORTHO input images are distributed in 8-bit encoding format per channel. When traning the model, input normalization was performed (see section **Training Details**). 
 It is recommended that the user apply the same type of input normalization while inferring the model.
 
 _**Multi-domain model**_ :