Sentinel Core Vision is a real-time computer-vision platform for low-latency detection, tracking, fusion, and motion. Process every frame locally, inspect every decision, and shape the whole pipeline from one interactive dashboard.
*Engineered for low-latency, high-frequency operation. The output loop is configurable up to 1000Hz, but actual latency and rate depend on your hardware, model, and configuration — not a guaranteed number.
Inside Sentinel, data moves as discrete packets — captured, understood, fused, tracked, chosen, and driven to output. Each stage runs at its own speed and reads only the freshest truth, so nothing waits on anything it doesn't need.
From frame to action in milliseconds — and every layer is yours to inspect and tune.
Fast ONNX inference scans every frame with GPU acceleration.
Persistent object identities with predictive motion.
Watch every detection and decision drawn live as it happens.
Optional HSV fusion confirms the model in real time.
Hot-swap detection models on the fly — no restart.
Low-latency output to a supported device, delivered as native input.
Most vision setups hide what the machine is doing. Sentinel makes every layer visible and tunable, live.
Run the launcher — engine and dashboard unpack in seconds.
Paste your key. It binds to your PC and activates instantly.
Pick a detection model — hot-swap any time.
Dial in the feel from simple sliders to full developer surfaces.
Watch it work live and adjust on the fly.
The whole pipeline is a dashboard in your browser — status, vision, color, models, devices, diagnostics.

System readiness and pipeline state at a glance.

Raw feed and AI overlay, drawn live as it decides.

A live color scout plus model-and-color fusion.

Inspect and hot-swap detection models.

Capture source, output device, calibration — checked for you.

Runtime health, performance, and pipeline state.
Browse detection models built by Sentinel and by independent creators, hot-swap them straight into the engine, and check out a creator's own storefront before you buy.
Search and filter models by task, size, and creator — every listing hot-swaps straight into the engine.
Every creator gets their own customizable storefront — grid, card, or compact — to showcase what they've published.
Apply from your account in minutes. Once approved, publish models and stand up your own storefront.
Ranked by real download counts from the marketplace — not picked, earned.
Start monthly, or own it for life. Both unlock the full platform and every update.
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Download Sentinel Core Vision, activate in one click, and tune your first pipeline in minutes.