Use Cases

Suitable current uses

Processing regression tests

Compare a known reference with a candidate output and fail CI when expected visual processing disappears.

Missing-frame detection

Detect frames in which a normally persistent transformation is absent.

Evidence generation

Produce annotated media and tabular reports for engineering review.

Pipeline smoke tests

Confirm that a processing stage creates measurable visual change.

Future uses requiring target-aware support

• Face anonymization coverage
• Licence-plate anonymization coverage
• Document redaction checks
• Required-region pixelation
• Per-object continuity analysis

Unsuitable claims

The current release should not be described as:

• A guaranteed anonymization validator
• A semantic object detector
• A legal compliance certificate
• A forensic authenticity system
• A replacement for high-risk human review