Product

Release notes

What's new in Sentinel Core Vision.

v1.0.0 — July 2026

The first public release of Sentinel Core Vision: a real-time computer-vision desktop application for Windows, paired with a local tuning dashboard at http://localhost:5000. Everything below runs on your own hardware.

Highlights

  • Real-time detection and tracking engine. Reads a video source, detects objects with an ONNX model, and tracks them frame to frame, sending its result to a supported input device.
  • 11 swappable tracking engines. Choose the tracking behavior that best fits your source and switch between engines from the dashboard, each with its own tunable settings.
  • Local tuning dashboard. A clean browser interface at localhost:5000 with simple, advanced, and developer surfaces. Every change applies live, and full profiles save, load, import, and export.
  • Multi-provider GPU support. NVIDIA (CUDA / TensorRT), AMD and Intel via DirectML, and ONNX Runtime, with automatic detection of the fastest available provider and a safe fallback if one is missing.

Included

  • Optional color fusion. An additional layer that confirms detections by color alongside the model, with a live color scout that ranks the colors in your frame so you can prioritize or exclude a color.
  • Hot-swappable ONNX models. Load and switch detection models from the dashboard without restarting the engine, so you can compare speed- and accuracy-tuned models in real time.
  • Flexible capture. Reads from a capture source or built-in desktop capture, and auto-selects a suitable capture mode for your setup.
  • Guided setup and licensing. A launcher where you enter your license key, plus a system readiness check that flags anything missing before you start. See Downloads for install steps and system requirements.
  • Documentation and support. Full setup and configuration guidance in the docs, common fixes in troubleshooting, and help through support or the FAQ.

Future releases and fixes will be listed here as they ship. Performance depends on your hardware, GPU, drivers, model, configuration, and environment.