Precision in every frame

UBICEPT TOOLKIT

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CMOS INTEGRATION

For developers working with production systems, the Ubicept Toolkit brings our advanced real-time processing to conventional sensors, increasing signal-to-noise ratio and dynamic range while preserving real-world detail for downstream perception and analysis.

Supercharge your perception pipeline

For CMOS-based systems, the Ubicept Toolkit leverages Ubicept Photon Fusion (UPF) processing to improve clarity in low-light and high-speed conditions, all while maintaining perception-safe output. It integrates seamlessly into existing vision pipelines for real-time perception.

Get Started

Ubicept processed image of dimly lit nighttime scene of a residential house.

Noisy raw image of dimly lit nighttime scene of a residential house.

Performance highlights

When paired with CMOS cameras, the Ubicept Toolkit offers reliable image quality improvements for downstream perception tasks. The figures below are representative; actual results will depend on the hardware and configuration.

Supported cameras

The Ubicept Toolkit supports any camera capable of delivering raw, uncompressed image data. Validated on hardware from leading machine-vision manufacturers, it provides broad compatibility and dependable performance. For optimal results, we recommend sensors with:

High light sensitivity

Fast frame rate

Low readout noise

Global shutter

Sample workflows are included to simplify integration into existing perception pipelines.

Get started today

Ready to see how Ubicept can elevate your perception system? Please review the included components and system requirements below, then contact us to get started.

Included components

The Ubicept Toolkit for CMOS cameras includes:

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User-friendly GUI for previewing camera settings

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Developer-friendly API for capture and processing

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Reference implementations to guide integration

We’ll also provide guidelines on how to configure the camera using the manufacturer’s software for best results.

System requirements

Our initial release supports these compute platforms:

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Ubuntu® 24.04 on AMD64 and NVIDIA® GPU

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NVIDIA® Jetson™ Orin™, AGX™, NX™, or Nano™

Real-time processing quality scales with compute power, with each setup balancing performance and efficiency. If your system isn’t listed, ask us about additional options, including SoCs like the Qualcomm® Snapdragon™.

Let’s talk!

The message field below is optional, but sharing some details about your hardware and use case will help us tailor our response. We’ll be in touch soon!

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