Update README.md

README.md

@@ -32,40 +32,53 @@ This service allows for the segmentation and classification of different parts o
 
 
 ## Quick Start
+Run the service:
 
-Clone the service:
-
-    git clone https://github.com/huridocs/pdf-document-layout-analysis.git
-    cd pdf-document-layout-analysis
+- With GPU support:
+```    
+docker run --rm --name pdf-document-layout-analysis --gpus '"device=0"' -p 5060:5060 --entrypoint ./start.sh huridocs/pdf-document-layout-analysis:v0.0.14
+```
 
-Start the service:
+- Without GPU support:
+```
+docker run --rm --name pdf-document-layout-analysis -p 5060:5060 --entrypoint ./start.sh huridocs/pdf-document-layout-analysis:v0.0.14
+```
 
-    make start
+Get the segments from a PDF:
 
-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' -F "fast=true" localhost:5060
-    
 
 To stop the server:
 
-    make stop
-
+    docker stop pdf-document-layout-analysis
 
 ## Contents
 - [Quick Start](#quick-start)
+- [Build From Source](#build-from-source)
 - [Dependencies](#dependencies)
 - [Requirements](#requirements)
 - [Models](#models)
 - [Data](#data)
 - [Usage](#usage)
-- [Benchmark](#benchmark)
+- [Benchmarks](#benchmarks)
+  - [Performance](#performance)
+  - [Speed](#speed)
 - [Related Services](#related-services)
 
+## Build From Source
+
+Start the service:
+
+    make start
+
+Get the segments from a PDF:
+
+    curl -X POST -F 'file=@/PATH/TO/PDF/pdf_name.pdf' localhost:5060
+
+To stop the server:
+
+    make stop
+
 ## Dependencies
 * Docker Desktop 4.25.0 [install link](https://www.docker.com/products/docker-desktop/)
 * For GPU support [install link](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html)