Update README.md

README.md

@@ -40,20 +40,15 @@ Clone the service:
 
 Start the service:
 
-    # With GPU support:
     make start
 
-    # Without GPU support [if you do not have a GPU on your system]
-    make start_no_gpu
-
-
 Get the segments of a PDF:
     
     # With visual models
     curl -X POST -F 'file=@/PATH/TO/PDF/pdf_name.pdf' localhost:5060
     
     # With non-visual models [with the models in this model card]
-    curl -X POST -F 'file=@/PATH/TO/PDF/pdf_name.pdf' localhost:5060/fast
+    curl -X POST -F 'file=@/PATH/TO/PDF/pdf_name.pdf' -F "fast=true" localhost:5060
     
 
 To stop the server:
@@ -104,11 +99,11 @@ Also for training the LightGBM models, we again used this dataset. There are 11
        1: "Caption"
        2: "Footnote"
        3: "Formula"
-       4: "ListItem"
-       5: "PageFooter"
-       6: "PageHeader"
+       4: "List item"
+       5: "Page footer"
+       6: "Page header"
        7: "Picture"
-       8: "SectionHeader"
+       8: "Section header"
        9: "Table"
        10: "Text"
        11: "Title"
@@ -126,7 +121,7 @@ As we mentioned at the [Quick Start](#quick-start), you can use the service simp
 This command will run the code on visual model. So you should be prepared that it will use lots of resources. But if you
 want to use the not visual models, which are the LightGBM models, you can use this command:
 
-    curl -X POST -F 'file=@/PATH/TO/PDF/pdf_name.pdf' localhost:5060/fast
+    curl -X POST -F 'file=@/PATH/TO/PDF/pdf_name.pdf' -F "fast=true" localhost:5060
 
 The shape of the response will be the same in both of these commands. 
 
@@ -139,6 +134,8 @@ When the process is done, the output will include a list of SegmentBox elements
             "width": Width of the segment
             "height": Height of the segment
             "page_number": Page number which the segment belongs to
+            "page_width": Width of the page which the segment belongs to 
+            "page_height": Width of the page which the segment belongs to
             "text": Text inside the segment
             "type": Type of the segment (one of the categories mentioned above)
         }