It was work other than image processing that was stealing time from image processing verification.

When you borrow a workpiece (sample) from a customer for image processing development,the first thing that comes to mind is ...
GitHub

PixTrace — AI Image Forgery Detection & Authentication System

Java Project/ ├── bin/ # Executable launcher and diagnostic scripts │ ├── run_all.bat # One-click start for ALL services & browser │ ├── run ...
GitHub

Face Detection Using OpenCV and Haar Cascades

Uses the pretrained haarcascade_frontalface_default.xml classifier bundled with the selected OpenCV 4 package. Converts the image to grayscale ...