diff --git a/generate_datasets.ps1 b/generate_datasets.ps1
new file mode 100644
index 0000000..c57a7da
--- /dev/null
+++ b/generate_datasets.ps1
@@ -0,0 +1,45 @@
+if (-Not (Test-Path -Path ".\training_data\negatives")) {
+    Write-Host "The negatives folder is not where it was expected"
+    return
+}
+
+if (-Not (Test-Path -Path ".\training_data\positives")) {
+    Write-Host "The positives folder is not where it was expected"
+    return
+}
+
+if (-Not (Test-Path -Path ".\training_data\1_positive_info")) {
+    New-Item -ItemType Directory -Force -Path ".\training_data\1_positive_info"
+}
+
+if (-Not (Test-Path -Path ".\training_data\2_positive_info")) {
+    New-Item -ItemType Directory -Force -Path ".\training_data\2_positive_info"
+}
+
+if (-Not (Test-Path -Path ".\training_data\5_positive_info")) {
+    New-Item -ItemType Directory -Force -Path ".\training_data\5_positive_info"
+}
+
+Set-Location .\training_data
+
+python .\dat_file_setup.py
+
+.\opencv\build\x64\vc15\bin\opencv_createsamples.exe -img .\positives\face_1.png -bg .\backgrounds.txt -info 1_positive_info/info.lst -pngoutput 1_positive_info -maxxangle 0.5 -maxyangle 0.5 -maxzangle 0.5 -num 1950
+
+.\opencv\build\x64\vc15\bin\opencv_createsamples.exe -img .\positives\face_1.png -bg .\backgrounds.txt -info 2_positive_info/info.lst -pngoutput 2_positive_info -maxxangle 0.5 -maxyangle 0.5 -maxzangle 0.5 -num 1950
+.\opencv\build\x64\vc15\bin\opencv_createsamples.exe -img .\positives\face_2.png -bg .\backgrounds.txt -info 2_positive_info/info.lst -pngoutput 2_positive_info -maxxangle 0.5 -maxyangle 0.5 -maxzangle 0.5 -num 1950
+
+& .\opencv\build\x64\vc15\bin\opencv_createsamples.exe -img .\positives\face_1.png -bg .\backgrounds.txt -info 5_positive_info/info.lst -pngoutput 5_positive_info -maxxangle 0.5 -maxyangle 0.5 -maxzangle 0.5 -num 1950
+& .\opencv\build\x64\vc15\bin\opencv_createsamples.exe -img .\positives\face_2.png -bg .\backgrounds.txt -info 5_positive_info/info.lst -pngoutput 5_positive_info -maxxangle 0.5 -maxyangle 0.5 -maxzangle 0.5 -num 1950
+& .\opencv\build\x64\vc15\bin\opencv_createsamples.exe -img .\positives\face_3.png -bg .\backgrounds.txt -info 5_positive_info/info.lst -pngoutput 5_positive_info -maxxangle 0.5 -maxyangle 0.5 -maxzangle 0.5 -num 1950
+& .\opencv\build\x64\vc15\bin\opencv_createsamples.exe -img .\positives\face_4.png -bg .\backgrounds.txt -info 5_positive_info/info.lst -pngoutput 5_positive_info -maxxangle 0.5 -maxyangle 0.5 -maxzangle 0.5 -num 1950
+& .\opencv\build\x64\vc15\bin\opencv_createsamples.exe -img .\positives\face_5.png -bg .\backgrounds.txt -info 5_positive_info/info.lst -pngoutput 5_positive_info -maxxangle 0.5 -maxyangle 0.5 -maxzangle 0.5 -num 1950
+
+& .\opencv\build\x64\vc15\bin\opencv_createsamples.exe -info .\1_positive_info\info.lst -num 1950 -w 20 -h 20 -vec positives_1.vec
+& .\opencv\build\x64\vc15\bin\opencv_createsamples.exe -info .\2_positive_info\info.lst -num 3900 -w 20 -h 20 -vec positives_2.vec
+& .\opencv\build\x64\vc15\bin\opencv_createsamples.exe -info .\5_positive_info\info.lst -num 9750 -w 20 -h 20 -vec positives_5.vec
+
+Write-Host "Ready for"
+Write-Host ".\opencv\build\x64\vc15\bin\opencv_traincascade.exe -data data -vec .\positives-1.vec -bg .\backgrounds.txt -numPos 1500 -numNeg 900 -numStages 15 -w 20 -h 20"
+Write-Host ".\opencv\build\x64\vc15\bin\opencv_traincascade.exe -data data -vec .\positives-2.vec -bg .\backgrounds.txt -numPos 3000 -numNeg 1500 -numStages 15 -w 20 -h 20"
+Write-Host ".\opencv\build\x64\vc15\bin\opencv_traincascade.exe -data data -vec .\positives-5.vec -bg .\backgrounds.txt -numPos 9000 -numNeg 1950 -numStages 15 -w 20 -h 20"
\ No newline at end of file