Demo mode · generated data only

A quick look atyour study journey

No camera, downloads or real session Every result is generated, and your saved profile stays untouched

Choose a scenario

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Rested student

Visual focus

—/100

Real scorer · generated eye landmarks

Sitting posture

—/100

Real scorer · generated head and shoulders

Clean posture average

—/100

Generated samples

Lighting

—/100

Generated frame statistics

Your journey, through 2 am tomorrow

—/100 estimated fatigue

Trained sleepiness outlook · up to 8 hours

Approximately eight hours ahead

Forecast horizon I expect to stay awake until the selected forecast time Planning to sleep in (hours, optional)

Inputs: last night's sleep, wake time, current sleepiness and local time. Edit values below.

Predicted sleepiness level—

Model risk score for high sleepiness—

Add the required inputs and confirm an awake forecast window.

Experimental estimate · no automatic alerts · not a personal probability.

About this model

Experimental direct 2-, 4-, 6- or 8-hour endpoint estimate Automatic model alerts are disabled

Journey & possible fatigue

Graph view

Generated journey; dashed estimates assume study continues without breaks or sleep Later points are less certain

How to read this graph

The line is not a diagnosis or a suggestion to study until 2 am. Short views may show a tentative timing guide, not a confidence interval. Times use this device's local zone.

Try different demo inputs

Fictional student · changing a scenario resets these values.

Suggested next steps

Generated examples are not training data, observed outcomes or proof of accuracy. Real monitoring records and preferences stay untouched.