MedTWIN.AI
Planned

EyeDream

A smartphone eyeglass prescription system built from first-principles optics and rigorous ML evaluation gates.

Overview

Precision via gates

EyeDream is planned as a chained system where each stage can be validated independently: capture, quality control, segmentation, and inference.

Capture workflows for mobile
Quality gates before inference
Testable model chain
Uncertainty-aware outputs
EyeDream

A chained, validatable pipeline

Each stage can be tested and improved independently.

Capture SDK

Reliable front-camera workflows.

Quality gates

Reject bad captures before inference.

Chained models

Testable segmentation → inference stages.

Versioned models

Repeatable evaluation and safe iteration.

How it works

01

Capture

Phone camera captures eye images

02

Quality check

Reject blur, glare, off-axis

03

Analyze

Segmentation and geometry inference

04

Prescription

Output with uncertainty bounds

Get updates on EyeDream

If you’re interested in mobile capture + validation workflows, reach out and we’ll keep you posted.