StarNet++NEW

Level 24: Astronomy & Astrophysics

Science · Level 24

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In short

StarNet++ is an AI tool in the Astronomy & Astrophysics category from StarNet (Nikita Misiura) in Canada. The pricing model is free. It is with an English interface that handles German content.

Company HQCanada· StarNet (Nikita Misiura)(unconfirmed)

What is StarNet++?

StarNet++ is a specialized AI-powered software tool designed for the automatic removal of stars from astronomical photographs. The application is built upon a deep neural network trained on thousands of astronomical images to precisely distinguish stars from diffuse background structures. The output is a 'starless' image containing only nebulae, galaxies, or dust clouds without star interference.

By isolating stars from deep-sky objects, astrophotographers gain significantly greater control during post-processing. Nebular details can be aggressively stretched, contrast-enhanced, and color-balanced without causing surrounding stars to bloat or saturate. Stars can be processed independently on a separate layer and later recombined with the starless background.

StarNet++ is available both as a standalone application with a graphical user interface (GUI) and command-line interface (CLI), and as an integrated plugin for the image processing suite PixInsight. Processing leverages hardware acceleration via GPUs (such as CUDA or TensorFlow), enabling fast execution even on high-resolution 16-bit or 32-bit TIFF images.

Core features & strengths

  • AI-Driven Star Removal — The neural network accurately identifies stars of various sizes and brightness levels, removing them cleanly without leaving dark halos or artifacts around delicate nebula details.
  • Hardware Acceleration — Supports GPU acceleration via TensorFlow and CUDA, drastically reducing processing times for large-format astrophotography from minutes to seconds.
  • Flexible Integration — Operates as a standalone GUI application, via command line for batch processing scripts, or directly integrated into PixInsight workflows.

Who is this tool for?

Astrophotographers, astronomy enthusiasts, and deep-sky image processors looking for precise star-nebula separation to achieve professional processing results.

Typical use case

An astrophotographer captures a multi-hour exposure of a faint emission nebula. To highlight the subtle gas structures without overexposing dense starfields, they run StarNet++ to separate the image into a starless nebula view and a star layer. They can then stretch the nebula details aggressively before blending the star layer back in at a lower intensity.

What is StarNet++ good for?

  • Astrophotographers, astronomy enthusiasts, and deep-sky image processors looking for precise star-nebula separation to achieve professional processing results.
  • An astrophotographer captures a multi-hour exposure of a faint emission nebula.
  • AI-Driven Star Removal: The neural network accurately identifies stars of various sizes and brightness levels, removing them cleanly without leaving dark halos or artifacts around delicate nebula details.
  • Hardware Acceleration: Supports GPU acceleration via TensorFlow and CUDA, drastically reducing processing times for large-format astrophotography from minutes to seconds.
  • Flexible Integration: Operates as a standalone GUI application, via command line for batch processing scripts, or directly integrated into PixInsight workflows.

When a different tool fits better

Not suitable for conventional daylight photography, portraits, or general image editing, as the underlying neural network is specifically trained on astronomical imagery.

Pricing & plans

StarNet++ is free open-source software for image processing in astrophotography.Free

Supported languages

DEGerman — content yes, interface in EnglishENEnglish — fully supported

The user interface and documentation are available in English.

Interface = the tool's menu language, content = the language you can work in. Without guarantee — vendors keep expanding their language coverage.

Privacy & GDPR

Runs entirely locally. No account, no cloud processing, no telemetry — unproblematic from a data protection perspective.

Fact sheet

Fact sheet with the key data
VendorStarNet (Nikita Misiura)
HeadquartersCanada
CategoryAstronomy & Astrophysics
Pyramid levelLevel 24 – Astronomy & Astrophysics
Pricing modelFree
Free forever optionYes
Open SourceNo
Entry planStandard: 0 $ (0 €)
Germancontent only, English interface
Englishinterface and content
Privacy classificationGDPR / EU
Data processing agreementNo specialized enterprise contract or DPA is required for commercial use, as the software operates locally on premise.

Alternatives to StarNet++

  • ALeRCE — Free · HQ: Santiago, Chile · Unclear
  • AstroLens — Free · HQ: United States · GDPR / EU
  • Astrometry.net (Nova) — Free · HQ: New York, United States · Unclear
  • ExoMiner — Free · HQ: United States · GDPR / EU
  • Galaxy Zoo — Free · HQ: Oxford, United Kingdom · Unclear

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ALeRCE
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AstroLens
Autonomous AI system for anomaly discovery in astronomical survey images. Vision transformers and out-of-distribution detection find unusual celestial objects without human pre-selection.
Astrometry.net (Nova)
Free web service that identifies any star photo automatically: pattern recognition matches the star arrangement against catalogues and returns sky coordinates plus the names of every object in the frame.
ExoMiner
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Galaxy Zoo
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GraXpert
Free open-source tool from the German-speaking astrophotography community: neural networks remove sky gradients, denoise exposures and sharpen stars without any image-processing expertise.

Frequently asked questions

How much does StarNet++ cost?

StarNet++ is free open-source software for image processing in astrophotography. Current plans: Standard: 0 $ (0 €).

Is StarNet++ free?

Yes. StarNet++ can be used without paying. The software is available as a free download. There are no paid versions or subscriptions.

Does StarNet++ support German?

Partly. StarNet++ handles German content reliably, but the interface is English. The user interface and documentation are available in English.

How does StarNet++ handle data privacy?

Processing runs 100% locally on the user's computer; no images or telemetry data are transmitted to external cloud servers. Because the application runs entirely offline, user images and data are never collected or used for model training. Since processing occurs entirely offline, proprietary or copyrighted image files can be safely processed without privacy concerns.

Who is behind StarNet++?

StarNet++ is operated by StarNet (Nikita Misiura), headquartered in Canada.

Where does StarNet++ sit in the AI Tool Pyramid?

StarNet++ sits on level 24 (“Astronomy & Astrophysics”) and belongs to the Astronomy & Astrophysics category. Levels group tools by topic and are not a ranking.

Is StarNet++ GDPR-compliant?

StarNet++ operates at European data protection level: the vendor documents EU processing or EU data centres and offers a data processing agreement. For business use, concluding that agreement remains mandatory.

What are alternatives to StarNet++?

Comparable tools in the same category are ALeRCE, AstroLens, Astrometry.net (Nova), ExoMiner. They differ mainly in pricing model, company location and data protection level, so a direct comparison is worthwhile before deciding.