YOLOv5 Training -- Remove all validation images larger than 80000 bytes and also corresponding labels

PruneDataSet.ps1

# Windows PowerShell script for removing validation images that meet some condition.
# Whenever an image is removed we also remove the corresponding annotations file

Get-ChildItem -Path .\valid\images -Recurse | ForEach-Object{
  if ($_.Length -gt 80000){
    Remove-Item ".\valid\images\$_" -Force
    Remove-Item ".\valid\labels\$_".Replace(".jpg", ".txt") -Force
  }
}