fixes

docs/GettingStartedSynthDet.md

@@ -1,6 +1,6 @@
 # Getting Started with SynthDet
 
-The goal of the workflow steps is to provide you with everything that you need to get started using the SynthDet project to create a synthetic dataset of grocery products and explore statistics on the dataset. 
+The goal of the workflow steps is to provide you with everything that you need to get started using the SynthDet project to create a synthetic dataset of grocery products and explore statistics on the dataset.
 
 ## Workflow (Step-by-step)
 
@@ -9,16 +9,16 @@ The goal of the workflow steps is to provide you with everything that you need t
 1. Start the Unity Hub
 2. Click Add... and select the (repo root)/SynthDet folder
 3. Click the project to open it
-4. In the project view in the editor find and locate the Scenes folder and open the MainScene 
+4. In the project view in the editor find and locate the Scenes folder and open the MainScene
 
 <img src="images/MainScene.PNG" align="middle"/>
 
-### Step 2: Generating data locally 
+### Step 2: Generating data locally
 1. With MainScene open press play. You should see randomized images being quickly generated in the game view.
     <img src="images/PlayBttn.png" align="middle"/>
 2. The MainScene will continue for ~1 minute before exiting. Allow the scene to run until play mode is exited.
 3. To view the dataset, navigate to the following location depending on your OS:
-    - OSX: `~/Library/Application Support/UnityTechnologies/SynthDet`
+    - OSX: `~/Library/Application\ Support/UnityTechnologies/SynthDet`
     - Linux: `$XDG_CONFIG_HOME/unity3d/UnityTechnologies/SynthDet`
     - Windows: `%userprofile%\AppData\LocalLow\UnityTechnologies\SynthDet`
 
@@ -36,10 +36,10 @@ Replace `<Synthetic Data File Path>` with the path the local datasets (listed ab
 > See [Docker Troubleshooting](DockerTroubleshooting.md) if you hit issues with Docker on Windows.
 
 2. Open jupyter by navigating to http://localhost:8888 in a web browser.
-    
+
     <img src="images/jupyterFolder.PNG" align="middle"/>
 
-3. Navigate to `datasetinsights/notebooks` in jupyter 
+3. Navigate to `datasetinsights/notebooks` in jupyter
 4. Open the SynthDet_Statistics.ipynb notebook
 
     <img src="images/theaNotebook.PNG" align="middle"/>

docs/RunningSynthDetCloud.md

@@ -10,10 +10,10 @@ If you would like to use Unity Simulation please sign up for the [Unity Simulati
 See the "Additional requirements for running in Unity Simulation" section in [Prerequisites](Prerequisites.md)
 
 ### Step 2: Open the SynthDet Sample project
-Please follow the Steps 1 & 2 in the [Getting Started with SynthDet](GettingStartedSynthDet.md) 
+Please follow the Steps 1 & 2 in the [Getting Started with SynthDet](GettingStartedSynthDet.md)
 
-### Step 3: Connect to Cloud Services 
-The project will need to be connected to cloud services and a org id in order to access Unity Simulations in the cloud services 
+### Step 3: Connect to Cloud Services
+The project will need to be connected to cloud services and a org id in order to access Unity Simulations in the cloud services
 
 1. To run the app on Unity Simulation, connect to cloud services and create a new Unity Project ID using the following steps:
     1. In the top right corner of the editor click the cloud button
@@ -22,7 +22,7 @@ The project will need to be connected to cloud services and a org id in order to
 <img src="images/OpenCloudServices.png" align="middle"/>
 
 2. Make sure you are logged into your Unity account as well
-3. Create a new Unity Project ID 
+3. Create a new Unity Project ID
 
 <img src="images/CreateNewUnityProjectID.png" align="middle"/>
 
@@ -34,7 +34,7 @@ The project will need to be connected to cloud services and a org id in order to
 
 ### Step 4: Run SynthDet in Unity Simulation
 
-1. Start a run in Unity Simulation using the Run in USim window, once the run is executed it will take time ~ 10 mins for the run to complete 
+1. Start a run in Unity Simulation using the Run in USim window, once the run is executed it will take time ~ 10 mins for the run to complete
     1. Under Window -> Run in USim…
     2. Fill out the Run Name with an example name i.e. SynthDetTestRun
     3. If you are curious about the parameters in this window check out the [Unity Simulation information guide](UnitySimulationHelpInformation.md)
@@ -47,21 +47,21 @@ The project will need to be connected to cloud services and a org id in order to
 
 <img src="images/NoteExecutionID.PNG" align="middle"/>
 
-If you run into issues, check [Unity Simulation Help and Information](UnitySimulationHelpInformation.md) 
+If you run into issues, check [Unity Simulation Help and Information](UnitySimulationHelpInformation.md)
 
 ### Step 5: Monitor status using Unity Simulation CLI
 Once the Unity Simulation run has been executed, the run needs to be verified that it has completed.
 
-1. Check the current summary of the execution run in Unity Simulation since we need the run to be completed 
-    1. Open a command line interface and navigate to the USim CLI for your platform 
+1. Check the current summary of the execution run in Unity Simulation since we need the run to be completed
+    1. Open a command line interface and navigate to the USim CLI for your platform
     2. Run the command `usim login auth`, this will authorize your account and log in
     3. In the command window run this command `summarize run-execution <execution id>`
         1. If you receive an error about the active project please go to [Unity Simulation Help](UnitySimulationHelpInformation.md)
-        2. The command may need to be ran few times because you don’t want to continue until the run reports that it has completed 
+        2. The command may need to be ran few times because you don’t want to continue until the run reports that it has completed
 
 <img src="images/usimSumExecution.PNG" align="middle"/>
 
-2. (Optional) Download the manifest and check the generated data 
+2. (Optional) Download the manifest and check the generated data
     1. Run the cmd `usim download manifest <execution id>`
     2. This will download a csv file that will contain links to the generated data
     3. Verify some of the data looks good before continuing
@@ -70,17 +70,17 @@ Once the Unity Simulation run has been executed, the run needs to be verified th
 
 1. Run the `datasetinsights` docker image from DockerHub using the following command:
 
-```docker run -p 8888:8888 -v $HOME/data:/data -t unitytechnologies/datasetinsights:0.0.1```
+```docker run -p 8888:8888 -v $HOME/data:/data -t unitytechnologies/datasetinsights:0.1.2```
 
 Replace `$HOME/data` with the path where you want the dataset to be downloaded.
 
 > See [Docker Troubleshooting](DockerTroubleshooting.md) if you hit issues with Docker on Windows.
 
 2. Open jupyter by navigating to http://localhost:8888 in a web browser.
-    
+
     <img src="images/jupyterFolder.PNG" align="middle"/>
 
-3. Navigate to `datasetinsights/notebooks` in jupyter 
+3. Navigate to `datasetinsights/notebooks` in jupyter
 4. Open the SynthDet_Statistics.ipynb notebook
 
     <img src="images/theaNotebook.PNG" align="middle"/>