This system inspects the heat shrink elements based on the shape parameters and categorizes them as good or bad parts. The system consists of a part-feeding module (vibratory bowl) that feeds the parts into an imaging system for inspection. A three camera imaging system analyzes each part, evaluates the pass/fail criteria, and sends the verdict to an air jet operated separation system.