User testing
Validate in daily life
Run structured tests with people with visual impairments and document outcomes and failure cases.
ASCENTA.Development
A transparent view of what works today, where the limits are and which development steps come next.
Current status
Ascenta is being evaluated in controlled prototype tests. The reported 80.0% F1 score applies only to person detection in the documented setup; performance can vary with lighting, movement and surroundings.
The system is an assistive prototype, not a certified medical device, and does not replace a white cane, guide dog or established mobility support.
Availability and price: it is not for sale, there is no published price and no confirmed launch date. Future features are goals, not guarantees or binding offers.
Next steps
User testing
Run structured tests with people with visual impairments and document outcomes and failure cases.
Accessibility
Evaluate TalkBack integration, auditory guidance and NFC pairing.
Evidence
Document datasets, precision, recall, conditions and known limitations.
Hardware
Improve efficiency, housing and everyday durability after validation.