VEYDRIS

Perception. Interpretation. Action.

VEYDRIS examines uploaded recorded video with object detection, temporal tracking, annotated replay and analysis exports. It is a locally reported prototype, not live airborne sensing, validated geolocation or an operational deployment.

VEYDRIS — video analysis, detection and tracking prototype

FIG. VX-A / Recorded frames · temporal tracks · review interfaceVEYDRIS / conceptual
VEYDRIS conceptual three-tier architecture for recorded video analysisThree stacked planes. Bottom: uploaded recording frames, drawn as monochrome terrain contours and a road. Middle: temporal object detections, outline boxes over three moments connected by tracking paths. Top: a review interface with a video pane, timeline, annotation list and export. A separate small tile is labelled synthetic map. Conceptual only; not actual footage, detections, telemetry or geographic positions.NUROWERX / COMPUTER VISIONVEYDRISVIDEO ANALYSIS / DETECTION / TRACKINGCONCEPTUAL · NOT FOOTAGE · NOT GPSFRAME t0FRAME t1FRAME t2TRACK PATHS ACROSS FRAMESEXPORTREPLAY · ANNOTATEREVIEW INTERFACEReplay · annotation · exportDETECTION & TRACKINGOutline boxes linked over timeRECORDED FRAMESUploaded video, not live feedSYNTHETIC MAPSeparate demo · not real positions
Conceptual architecture · not to scale · not actual VEYDRIS footage, detections, telemetry or GPS.

Conceptual VEYDRIS visualization. The frames, object boxes, tracks and interface shown are illustrative, not validated tracking footage, telemetry or real geolocation.

/01 Implemented locally
  • Detection & temporal tracking

    Uploaded recordings are processed with object detection and tracking across frames.

  • Replay & annotation review

    Users can replay annotated video and review the generated annotations.

  • Analysis exports

    Analysis outputs can be exported from reviewed sessions.

  • Local authentication

    Access to the local application is protected by implemented authentication.

  • Synthetic map demo

    A separately labeled synthetic map visualization demonstrates spatial workflow concepts.

36 automated tests passed (developer reported)
/02 Limitations
  • Model accuracy and performance have not been independently verified.

  • No operational field deployment.

  • The synthetic map does not show verified geographic positions.

  • Live drone connections and real geolocation are future phases.

  • Docker/PostGIS configuration is included but has not been runtime-tested.

Source code, models and sample media are not publicly released
Read the public VEYDRIS project note → (opens in a new tab)

Related research

Public notes disclose reported methods and limitations; they are not a substitute for independent validation.

All research themes →

Independent inquiry.
Deliberate visibility.

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