Table 26 Comparative analysis of module latency and safety–critical suitability.

From: AI-powered BlindSpot VisionGuide system on raspberry Pi for enhancing independence of visually impaired users

Module

Average latency

Primary use case

Suitability for safety–critical tasks

Notes/Limitations

Face Recognition

 < 1 s

Recognizing known individuals

High

Provides immediate auditory feedback for social interactions

Image Captioning

4.5 s

Scene comprehension (static or semi-static environments)

Low

Delay is boundary-boundary for dynamic scenarios; not suitable for rapid decision-making, e.g., street crossing

Online News Reading

2–3 s per article

Information access

Not applicable

Intended for structured content consumption, offline or semi-static use

Overall System Responsiveness

Varies with task

Multi-modal assistive support

Partial

Critical tasks should rely on low-latency modules; longer-latency modules provide supplementary contextual information