Install-TensorFlow-Python3.7.ps1

# This is the link to download Python 3.7.0 from Python.org
# See https://www.python.org/downloads/
$pythonUrl = "https://www.python.org/ftp/python/3.7.0/python-3.7.0-amd64.exe"

# This is the directory that the exe is downloaded to
$tempDirectory = "C:\temp_provision\"

# Installation Directory
# Some packages look for Python here
$targetDir = "C:\Python37"

# create the download directory and get the exe file
$pythonNameLoc = $tempDirectory + "python370.exe"
New-Item -ItemType directory -Path $tempDirectory -Force | Out-Null
[Net.ServicePointManager]::SecurityProtocol = [Net.SecurityProtocolType]::Tls12
(New-Object System.Net.WebClient).DownloadFile($pythonUrl, $pythonNameLoc)


#Creating object detection directory

$working_dir = "C:\Object_detection\"

New-Item -Path $working_dir -ItemType Directory


# These are the silent arguments for the install of python
# See https://docs.python.org/3/using/windows.html
$Arguments = @()
$Arguments += "/i"
$Arguments += 'InstallAllUsers="1"'
$Arguments += 'TargetDir="' + $targetDir + '"'
$Arguments += 'DefaultAllUsersTargetDir="' + $targetDir + '"'
$Arguments += 'AssociateFiles="1"'
$Arguments += 'PrependPath="1"'
$Arguments += 'Include_doc="1"'
$Arguments += 'Include_debug="1"'
$Arguments += 'Include_dev="1"'
$Arguments += 'Include_exe="1"'
$Arguments += 'Include_launcher="1"'
$Arguments += 'InstallLauncherAllUsers="1"'
$Arguments += 'Include_lib="1"'
$Arguments += 'Include_pip="1"'
$Arguments += 'Include_symbols="1"'
$Arguments += 'Include_tcltk="1"'
$Arguments += 'Include_test="1"'
$Arguments += 'Include_tools="1"'
$Arguments += 'Include_launcher="1"'
$Arguments += 'Include_launcher="1"'
$Arguments += 'Include_launcher="1"'
$Arguments += 'Include_launcher="1"'
$Arguments += 'Include_launcher="1"'
$Arguments += 'Include_launcher="1"'
$Arguments += "/passive"

#Install Python
Start-Process $pythonNameLoc -ArgumentList $Arguments -Wait

Function Get-EnvVariableNameList {
    [cmdletbinding()]
    $allEnvVars = Get-ChildItem Env:
    $allEnvNamesArray = $allEnvVars.Name
    $pathEnvNamesList = New-Object System.Collections.ArrayList
    $pathEnvNamesList.AddRange($allEnvNamesArray)
    return ,$pathEnvNamesList
}

Function Add-EnvVarIfNotPresent {
Param (
[string]$variableNameToAdd,
[string]$variableValueToAdd
   ) 
    $nameList = Get-EnvVariableNameList
    $alreadyPresentCount = ($nameList | Where{$_ -like $variableNameToAdd}).Count
    if ($alreadyPresentCount -eq 0)
    {
    [System.Environment]::SetEnvironmentVariable($variableNameToAdd, $variableValueToAdd, [System.EnvironmentVariableTarget]::Machine)
    [System.Environment]::SetEnvironmentVariable($variableNameToAdd, $variableValueToAdd, [System.EnvironmentVariableTarget]::Process)
    [System.Environment]::SetEnvironmentVariable($variableNameToAdd, $variableValueToAdd, [System.EnvironmentVariableTarget]::User)
        $message = "Enviromental variable added to machine, process and user to include $variableNameToAdd"
    }
    else
    {
        $message = 'Environmental variable already exists. Consider using a different function to modify it'
    }
    Write-Information $message
}

Function Get-EnvExtensionList {
    [cmdletbinding()]
    $pathExtArray =  ($env:PATHEXT).Split("{;}")
    $pathExtList = New-Object System.Collections.ArrayList
    $pathExtList.AddRange($pathExtArray)
    return ,$pathExtList
}

Function Add-EnvExtension {
Param (
[string]$pathExtToAdd
   ) 
    $pathList = Get-EnvExtensionList
    $alreadyPresentCount = ($pathList | Where{$_ -like $pathToAdd}).Count
    if ($alreadyPresentCount -eq 0)
    {
        $pathList.Add($pathExtToAdd)
        $returnPath = $pathList -join ";"
        [System.Environment]::SetEnvironmentVariable('pathext', $returnPath, [System.EnvironmentVariableTarget]::Machine)
        [System.Environment]::SetEnvironmentVariable('pathext', $returnPath, [System.EnvironmentVariableTarget]::Process)
        [System.Environment]::SetEnvironmentVariable('pathext', $returnPath, [System.EnvironmentVariableTarget]::User)
        $message = "Path extension added to machine, process and user paths to include $pathExtToAdd"
    }
    else
    {
        $message = 'Path extension already exists'
    }
    Write-Information $message
}

Function Get-EnvPathList {
    [cmdletbinding()]
    $pathArray =  ($env:PATH).Split("{;}")
    $pathList = New-Object System.Collections.ArrayList
    $pathList.AddRange($pathArray)
    return ,$pathList
}

Function Add-EnvPath {
Param (
[string]$pathToAdd
   ) 
    $pathList = Get-EnvPathList
    $alreadyPresentCount = ($pathList | Where{$_ -like $pathToAdd}).Count
    if ($alreadyPresentCount -eq 0)
    {
        $pathList.Add($pathToAdd)
        $returnPath = $pathList -join ";"
        [System.Environment]::SetEnvironmentVariable('path', $returnPath, [System.EnvironmentVariableTarget]::Machine)
        [System.Environment]::SetEnvironmentVariable('path', $returnPath, [System.EnvironmentVariableTarget]::Process)
        [System.Environment]::SetEnvironmentVariable('path', $returnPath, [System.EnvironmentVariableTarget]::User)
        $message = "Path added to machine, process and user paths to include $pathToAdd"
    }
    else
    {
        $message = 'Path already exists'
    }
    Write-Information $message
}

Add-EnvExtension '.PY'
Add-EnvExtension '.PYW'
Add-EnvPath 'C:\Python37\'
Add-EnvPath 'C:\Python37\'
Add-EnvPath 'C:\Python37\Scripts\'




### Installing TesnsorFlow dependency
### change here for 32 bit System
$vc_redistURL = "https://aka.ms/vs/16/release/vc_redist.x64.exe"
$vc_redistLoc = $tempDirectory + "vc_redist.x64.exe"


New-Item -ItemType directory -Path $tempDirectory -Force | Out-Null
[Net.ServicePointManager]::SecurityProtocol = [Net.SecurityProtocolType]::Tls12
(New-Object System.Net.WebClient).DownloadFile($vc_redistURL, $vc_redistLoc)

#Install redist
Start-Process $vc_redistLoc -Wait

$VS_toolsURL = "https://download.microsoft.com/download/5/f/7/5f7acaeb-8363-451f-9425-68a90f98b238/visualcppbuildtools_full.exe?fixForIE=.exe"
$VS_toolstLoc = $tempDirectory + "VS_tools.exe"
New-Item -ItemType directory -Path $tempDirectory -Force | Out-Null
[Net.ServicePointManager]::SecurityProtocol = [Net.SecurityProtocolType]::Tls12
(New-Object System.Net.WebClient).DownloadFile($VS_toolsURL, $VS_toolstLoc)

#Install VStool
Start-Process $VS_toolstLoc -Wait

# Install a library using Pip
python -m pip install --upgrade pip
python -m pip install -U --pre tensorflow=="2.*"
python -m pip install tf_slim
python -m pip install pywin32==225
python -m pip install pycocotools
python -m pip install pandas
python -m pip install tf-models-official
python -m pip install opencv-python==3.4.11.43
python -m pip install lvis



### Downloading protobuff for model files extraction
$protobuffURL = "https://github.com/protocolbuffers/protobuf/releases/download/v3.13.0/protoc-3.13.0-win64.zip"
$protobuffLoc = $tempDirectory + "protobuff.zip"

New-Item -ItemType directory -Path $tempDirectory -Force | Out-Null
[Net.ServicePointManager]::SecurityProtocol = [Net.SecurityProtocolType]::Tls12
(New-Object System.Net.WebClient).DownloadFile($protobuffURL, $protobuffLoc)




Get-ChildItem -Path "C:\Object_detection" -Include *.* -File -Recurse | foreach { $_.Delete()}

Add-Type -AssemblyName System.IO.Compression.FileSystem
function Unzip
    {
        param([string]$zipfile, [string]$outpath)

        [System.IO.Compression.ZipFile]::ExtractToDirectory($zipfile, $outpath)
    }
Unzip $protobuffLoc $working_dir

Get-ChildItem -Path $tempDirectory -Include *.* -File -Recurse | foreach { $_.Delete()}



### Cloning Github Ripo and extracting it

$tf_git_URL = "https://github.com/tensorflow/models/archive/master.zip"
$tf_git_Loc = $tempDirectory + "master.zip"

New-Item -ItemType directory -Path $tempDirectory -Force | Out-Null
[Net.ServicePointManager]::SecurityProtocol = [Net.SecurityProtocolType]::Tls12
(New-Object System.Net.WebClient).DownloadFile($tf_git_URL, $tf_git_Loc)

Unzip $tf_git_Loc $working_dir

Start-Process "C:/Object_detection/bin/protoc.exe" "C:\\Object_detection\\models-master\\research\\object_detection\\protos\\*.proto --python_out=."



## Getting into directory for processing protec file
cd "C:/Object_detection/models-master/research"

Start-Process -FilePath "C:/Object_detection/bin/protoc.exe" -ArgumentList "object_detection/protos/*.proto --python_out=."