Platform
Features
Every capability Overseer ships, from perception to 3D, analytics and runtime.
Shipped Beta Planned
AI Operator
Run the whole system by voice or text — one command, chained across the app.
Natural-language operator
shippedSpeak or type a command and it is planned into a chain of system actions and executed.
Offline voice
shippedOn-device speech-to-text (Turkish + English) and spoken replies — no cloud.
Live narration
shippedThe camera narrates itself aloud, as a subtitle — watch it or just listen.
Follow-cam
shippedLock a subject and the digital PTZ keeps them centred as they move.
Occlusion x-ray
shippedSee where a tracked subject is even while they are behind cover.
Social x-ray
shippedSee each person's attention direction and who is interacting with whom.
Live enhance
shippedDraw a box on any region and get a crisp, photographic close-up.
Perception
Frame-level understanding: what is in view, where, and how it moves.
Real-time object detection
shippedPeople, vehicles, animals and hazards detected on every analysed frame.
Semantic segmentation
betaPer-pixel foreground / object masks for cleaner geometry and analytics.
Depth estimation
shippedDense monocular depth from a single ordinary camera, no stereo rig.
Metric depth
betaDepth lifted toward real-world units for distance and size readouts.
Fine-grained attributes
shippedVehicle body type, brand, colour; person clothing colour, stature and behaviour.
Object tracking
shippedStable identities across frames, including brief occlusions.
Multi-object tracking
shippedDozens of simultaneous tracklets with per-track motion state.
Camera pose estimation
betaRecovers camera motion so speeds are measured against the ground.
Camera calibration
plannedOptional intrinsics + ground-plane calibration for metric accuracy.
Spatial & 3D
Lifting flat 2D frames into navigable, structured 3D scenes.
Scene understanding
shippedA structured read of the scene: entities, ground, background, hazards.
Spatial reasoning
shippedReason about position, distance, convergence and near-future motion.
3D reconstruction
shippedTurn a frame into a navigable 3D point cloud you can fly through.
HoloReel (3D video)
shippedCapture a few seconds of the scene in 3D and replay it as a video you can fly through.
Point cloud generation
shippedColoured point clouds lifted from depth + RGB, per camera.
Mesh generation
betaTriangulated surfaces from the depth field for solid scene geometry.
Texture reconstruction
betaFills and textures the scene hidden behind people and vehicles.
Analytics & Operations
From raw perception to alerts, identities and operator workflows.
Live analytics
shippedReal-time counts, density, motion, speed and per-camera reputation.
Event detection
shippedZones, rules and correlated threat scoring raise the right alerts.
Multi-camera support
shippedCross-camera re-identification, dossiers and relationship graphs.
Input & Runtime
Where Overseer runs and what it ingests.
Image processing
shippedAnalyse a single still: detect, segment, depth, lift to 3D.
Video processing
shippedBatch-analyse recorded video into events, tracks and 3D scenes.
Edge inference
betaRuns on a single local workstation, no cloud round-trips.
GPU acceleration
shippedCUDA + FP16 inference across detection, depth and super-resolution.
Offline processing
shippedFully air-gapped: no external calls, all data stays on the host.