Update README.md

README.md

@@ -215,7 +215,7 @@ jupyter lab
 
 From there you can start running the notebooks in Jupyter Lab, via the url they provide you in the console.  
 
-#### Docker for Jupyter
+#### Docker
 
 You can build and run the docker using the following process:
 
@@ -226,43 +226,18 @@ git clone https://github.com/jantic/DeOldify.git DeOldify
 
 Building Docker
 ```console
-cd DeOldify && docker build -t deoldify_jupyter -f Dockerfile .
+cd DeOldify && docker build -t deoldify .
 ```
 
 Running Docker
 ```console
-echo "http://$(curl ifconfig.io):8888" && nvidia-docker run --ipc=host --env NOTEBOOK_PASSWORD="pass123" -p 8888:8888 -it deoldify_jupyter
+echo "http://$(curl ifconfig.io):8888" && nvidia-docker run --ipc=host --env NOTEBOOK_PASSWORD="pass123" -p 8888:8888 -it deoldify
 ```
 
-#### Docker for API
-
-You can build and run the docker using the following process:
-
-Cloning
-```console
-git clone https://github.com/jantic/DeOldify.git DeOldify
-```
-
-Building Docker
-```console
-cd DeOldify && docker build -t deoldify_api -f Dockerfile-api .
-```
-
-Running Docker
-```console
-echo "http://$(curl ifconfig.io):5000" && nvidia-docker run --ipc=host -p 5000:5000 -it deoldify_api
-```
-
-Calling the API
-```console
-curl -X POST "http://MY_SUPER_API_IP:5000/process" -H "accept: image/png" -H "Content-Type: application/json" -d "{\"source_url\":\"http://www.afrikanheritage.com/wp-content/uploads/2015/08/slave-family-P.jpeg\", \"render_factor\":35}" --output colorized_image.png
-```
-
-#### Note Regarding Docker
 If you don't have Nvidia Docker, here is the installation guide :
 https://github.com/nvidia/nvidia-docker/wiki/Installation-(version-2.0)#installing-version-20
 
-#### Note GIT LFS (test images download support)
+#### Note 
 Make sure you have Git LFS installed if you're planning on using images in the /test_images/ folder.  Otherwise, you'll just wind up getting tiny files that will have the same file names but you will run into errors trying to open them or colorize them.  If you have a fancy shmancy git client like GitHub Desktop, it will probably prompt you to install it and do it for you.  If that doesn't happen,  get it here: https://git-lfs.github.com/
 
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