StarNet Software

AI-powered software for star removal and noise reduction in astrophotography.

FAQ

Common questions about StarNet, DeepSNR, PixInsight modules, command-line tools, and release files.

The FAQ will expand as new questions come in. The StarNet v2 discussion thread may also be useful, and help requests can be posted in the StarNet v2 help requests thread. These Cloudy Nights threads are primary community resources that I monitor from time to time.

Common

Command-line Tools

Should I download the CLI installer or the ZIP archive?

For a guided installation of StarNet2 or DeepSNR, choose the download labeled Installer for your operating system. On Windows, run the downloaded installer .exe directly; do not extract it. A ZIP archive is a separate option for manual setup: extract the complete archive and keep its executable, model files and runtime libraries together in their supplied layout. Extracting a ZIP does not run an installation wizard or automatically add the tool to PATH. The program .exe inside the ZIP is the command-line tool, not the installer. Choose by the download label, not just the .exe extension. See StarNet2 and DeepSNR CLI downloads.

Why does a window flash and close when I double-click the CLI executable?

The standalone CLI is a command-line tool, not a desktop app with a graphical interface. Double-clicking the CLI executable will open a console window, display the help text, and close in a blink of an eye. This is normal: the tool is meant to be run from a terminal with command-line arguments, not launched by double-clicking. Open PowerShell or Command Prompt first, then run the tool from that window with --help to see its usage or any error message. For an extracted ZIP in PowerShell, open the folder containing the executable and run .\starnet2.exe --help or .\deepsnr.exe --help. If you ran the actual installer and no setup window appeared, report the exact downloaded filename and any error shown; a flashing window alone does not establish the cause. If you selected a PATH option during installation, reopen your terminal or host application before checking it. See CLI installation notes.

Why does --eight fail in the current command-line tools?

StarNet2 2.6.0 and DeepSNR 1.3.0 removed --eight and -e. Remove the option from existing commands. TIFF and PNG output now preserves 8-bit or 16-bit non-FITS input depth automatically, while FITS-to-TIFF or PNG output uses 16-bit depth. See current command-line behavior.

How do I enable GPU acceleration?

Current Windows command-line packages support DirectML acceleration with CPU fallback. The current CLI downloads include ONNX/ORT with DirectML support, not DirectML.dll itself. They use the DirectML library supplied by Windows, normally located at C:\Windows\System32\DirectML.dll. Keep Windows and your GPU driver updated. PixInsight 1.9.4 Windows modules support DirectML; PixInsight 1.9.5 and newer use PixInsight’s ONNX/ORT with CUDA or CPU, without DirectML. DirectML requires a compatible DirectX 12 GPU and driver. See the Windows GPU instructions for the separate CUDA requirements. See Windows GPU acceleration instructions.

Photoshop Plugins

Why is my installed plugin missing from Photoshop's Plugins menu?

Creative Cloud manages plugin installation and registration, and Adobe documents cases where an installed plugin is missing from the app's menu. Save your work and close Photoshop completely. In Creative Cloud Desktop, open Manage plugins, disable the affected plugin, then enable it again. Reopen Photoshop. This has resolved missing panels on Windows and Mac. If it does not help, Adobe recommends signing out of Creative Cloud, restarting the computer, signing back in, and reopening Photoshop. Persistent Adobe installation or registration problems may require Adobe support; the plugin cannot repair Creative Cloud itself. See Photoshop installation troubleshooting and reporting details.

PixInsight Modules

Why do my PixInsight module options stay changed after restarting?

Starting with StarNet2 2.6.0 and DeepSNR 1.3.0, the interfaces remember their last-used settings across PixInsight sessions. Click Reset in the module interface to restore factory defaults. Imported process instances retain their own parameter values. See current PixInsight releases.

Are the PixInsight repository URLs down if I cannot open them in my browser?

These repository endpoints serve PixInsight package metadata; they are not normal browser-facing websites. Browser errors usually do not mean the repository is down. If PixInsight cannot update or install a module, check the error shown inside PixInsight and verify the repository URL in PixInsight's repository manager.

Siril integration

Who maintains the Siril scripts?

StarNet Software maintains the StarNetAstro Siril Python scripts for StarNet2 and DeepSNR integration. The scripts are separate from the product binaries: install the current command-line package first, then use the Siril script to call the installed executable. For help, use the same StarNet and DeepSNR support channels linked from this FAQ. See CLI installation notes.

StarNet

What stride do I choose?

In the PixInsight module, choose stride from the kind of image you are processing:

  • Large: use for super-wide landscape images.
  • Standard: recommended default for telescope images.
  • Small: slower; use only when testing extremely large stars.

DeepSNR

What input data works best with DeepSNR?

DeepSNR works best on calibrated, integrated data where the remaining noise is mostly random and high-frequency. Correlated artifacts such as walking noise, banding, strong gradients, or stacking defects should be addressed before denoising because they are part of the image structure, not the noise pattern DeepSNR is meant to remove. See DeepSNR input guidance.

Why does my DeepSNR output look "choppy"?

This is usually a PixInsight display issue caused by excessive stretching and the image not being visualized with enough display precision. The "choppy" appearance is present even before noise reduction, but DeepSNR can make it easier to notice because the random noise that was hiding the display steps has been reduced. To render the image properly, enable the 24-bit LUT option from the PixInsight top menu. With 24-bit LUT enabled, the output should display smoothly.

Choppy-looking DeepSNR output before enabling 24-bit LUT in PixInsight.
Image 1. "Choppy"-looking output on the right.
PixInsight menu option for activating 24-bit LUT.
Image 2. Activating 24-bit LUT.
DeepSNR output rendered correctly after enabling 24-bit LUT in PixInsight.
Image 3. Output rendered correctly with 24-bit LUT enabled.