Thread Inspection System verifies for end out occurrences on tufting machines. They check the presence of thread between the needle and the carpet. Thread Inspection System is a turnkey machine-vision inspection system used to detect flaws on glass bottles. This system verifies and detects missing tufts of yarn during the carpet tufting process and stops the tufting machine when an end out occurs.