SStudyBloom

Live study session

Study with awareness

Start a session, follow your live signals, and take a break when it helps

Try demo mode Explore generated examples without a webcam or a real session.

Before you beginYour personalised study planChoose your time, goal and breaks

Build or review a suggested outline from your own choices. You can plan before starting a camera session, then edit the choices at any time.

Time and study goal
Break preferences
Remember your plan? Your choice

May this browser save your plan choices for your next visit? This saves only your available time, study goal, block length, break length, break activity and optional task text on this browser and device. It also remembers your permission decision. It does not save camera frames, sleep information, fatigue forecasts or locations, and does not upload your choices. Anyone using this browser profile could see a saved plan. Choose Do not save to keep plan choices in this tab; you can change your decision here at any time.

Not decided — plan choices are not saved.

Choose your available time, goal, study block and break length to create an outline.

    Your selected choices

    Predicted action suggestions

    Suggested actions based on available preferences.

      Suggested time outline

      Times are minutes from the start of this outline. Start a session separately; live reminders keep responding to your session.

      Choices stay in this tab unless you allow saving on this browser and device. Suggested actions are general guidance, not a guarantee of fatigue prevention.

      Study time Ready
      00:00:00

      Camera ready when you are.

      Early warnings run during an active study session.

      Your study space

      Camera preview

      Browser only
      Camera preview appears here Access is requested only when you start a session

      Your camera image and landmarks are processed in this browser. StudyBloom does not upload or store camera frames. Only anonymous derived numeric features may be sent to the StudyBloom evaluation API.

      Personal calibration

      Capture your normal study setup

      Not calibrated

      Sit in your normal study position with your face, ears and shoulders visible. StudyBloom records relative posture and face-scale values—not a medical measurement or camera image.

      No personal calibration is stored on this device0%

      Current study-health status

      Fatigue-related state

      Not enough reliable information

      Start an active monitored session to view this state.

      Confidence unavailable

      This combines available session and monitoring signals for general wellbeing support. It does not diagnose fatigue or a medical condition.

      Personal forecast

      When might tiredness develop?

      Add sleep and wake information

      Trained sleepiness outlook · up to 8 hours

      Approximately eight hours ahead

      Inputs used by this model

      Uses sleep last night, wake time, current sleepiness and local time. Enter all three personal values above.

      Predicted sleepiness level—
      Model risk score for high sleepiness—

      Add the required inputs and confirm an awake forecast window.

      Experimental direct 2-, 4-, 6- or 8-hour endpoint estimate Automatic model alerts are disabled
      Rule-based fatigue score—/100

      Prediction unavailable until required inputs are provided.

      Main contributors will appear after a forecast is available.

      Add sleep and wake information to create a forecast

      Your study journey and rule-based fatigue forecast

      Enter sleep and wake information to view a graph.

      Recorded estimates are solid; possible future values are dashed
      Read this graph

      Solid teal shows estimates recorded during this session; empty periods have no data. The warm dashed line is a hypothetical projection if study continues without breaks or sleep, not measured fatigue. Later values are less certain; this is not a recommendation to study until 2 am. Short views may show a tentative timing guide, not a confidence interval. Time uses your device’s local zone. Hover over a point or open the value table.

      What you can do next

      Add sleep and wake information for forecast-based suggestions. You can take a break whenever you need one.

      Feedback settings (optional)
      Optional suggestion feedback

      Without this option, ratings are used only in this tab. Turning it on also saves current ratings as counts by suggestion type; no camera frames, sleep details or free-text responses are saved. Turn it off to remove saved ratings. This helps order suitable suggestions; it does not change your fatigue score.

      No usefulness ratings yet. Feedback is optional.

        General wellbeing suggestions cannot guarantee fatigue prevention. Choose what feels appropriate for you.

        How was this forecast generated?

        Forecast unavailable

        No forecast has been generated yet.

          An experimental wellbeing estimate, not a diagnosis.

          How do you feel right now?

          The forecast combines sleep, time awake, local time, study duration, break timing and available live signals. It is a general wellbeing estimate, not a diagnosis or proof of tiredness.

          Recovery support

          Choose a practical break

          Available when live signals suggest a break. Guided movement is available any time.

          Privacy & monitoring data

          You control camera monitoring

          Enabled

          Monitoring is optional and camera access begins only when you start a session.

          Checking data stored on this device…

          Adaptive schedule

          Next wellbeing checks

          Upcoming prompts use active study time and adjust where a live Focus signal is available.

          Not running

          Hydration check

          Drink water

          Current interval · Every 30 min

          Start a session to view upcoming checks

          Study-break check

          Take a break

          Focus-aware · maximum 50 min

          Start a session to view upcoming checks

          May move earlier when a sustained low Focus signal is available.

          These are optional general wellbeing prompts, not medical recommendations or a personal health assessment.

          Guided indoor movement

          Choose a short upper-body activity

          Loading activity library…

          Loading available activities…

          Select an activity

          Choose one of the available movements to see its duration and movement information.

          Choose movements that feel comfortable and stop if you feel unwell. General wellbeing guidance only.

          Your progress, across devices

          Journey & progress seed

          Progress stays in this tab unless you choose to save it.

          Save study time, sleep/wake inputs, minute summaries, confirmed rests, check-ins, reminder responses and an outdoor activity archive. No camera frames, raw landmarks or precise locations are saved here. Other people using this browser profile could see saved progress. Past unsaved journeys cannot be recovered.

          Only a timed, confirmed rest of at least two minutes resets the continuous-study estimate. Ordinary pauses are not assumed restful. Continuing on another device starts paused; offline time is not counted as study.

          Recorded journey and estimated no-break comparison

          Comparison awaits recorded estimates.

          No paired estimates yet.

          Values (latest 200 on this day)
          Time on this deviceRecorded estimateNo-break scenarioFocusPosture
          Recorded actions (latest 100 on this day)

            The comparison changes only continuous-study and break timing. Sleep, time of day and other available inputs are held equal. It does not predict an alternate life, prove health benefits, or use the trained eight-hour model to estimate treatment effects. Missing periods stay empty.

            Generate a private seed for another device

            A seed is a self-contained snapshot of retained history, the current plan, current sleep/wake inputs and aggregate feedback preferences. It includes the information needed to open it: anyone with the complete seed can restore it. Keep it private. It is not a short cloud account code and does not synchronise automatically. Generate a new seed after further progress; a file is easier for long histories.

            Restore a seed on this device
            Clear this journey

            This clears the saved journey and its archived indoor/outdoor records. Separate plan preferences and the outdoor page’s recent history have their own controls. Previously exported seeds remain usable until their copies are deleted.

            Generate and restore seeds locally. No seed or journey is uploaded to a server.

            Erase monitoring data?

            This removes personal calibration, monitoring preference, fatigue personalisation, saved sleep inputs and the study journey’s derived monitoring summaries from this device. Outdoor activity history remains under its own controls. Camera frames and raw landmarks are never saved; previously exported seed copies cannot be revoked here.