StarNet Software

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

Command-line Tools

This page describes the standalone StarNet and DeepSNR command-line packages. Use these files for command-line workflows, automation, integration with other image processing software, and standalone processing outside PixInsight.

DeepSNR CLI tools

Download standalone DeepSNR CLI packages here. PixInsight users should use the DeepSNR repository so PixInsight can keep the module updated.

Latest version

Current DeepSNR CLI packages for denoising outside PixInsight, including command-line processing, automation, and integration with other image processing software. This release includes installer files, see CLI installer locations for installed paths.

1.2.3 (released 2026-07-22)

Windows

DeepSNR CLI for Windows 1.2.3-0119 ORT x64 Released 2026-07-22 273.1 MB

Current Windows DeepSNR CLI package with DirectML acceleration and CPU fallback.

System requirements

  • Requires 64-bit Windows 10 or Windows 11.
  • Windows ONNX Runtime packages include DirectML acceleration with CPU fallback when DirectML is unavailable.
SHA-256 98b3f366375da82388850cfb110306ea14fde90ef3aca1b4c273978bd3d6ae06
ZIP: deepsnr_win_1.2.3-0119_ORT_x64_cli.zip
Installer: DeepSNR_win_1.2.3-0119_ORT_x64_setup.exe
1.2.3 (released 2026-07-22)

macOS

Intel Mac / x64

DeepSNR CLI for macOS x64 1.2.3-0119 ORT x64 Released 2026-07-22 234.1 MB

Current macOS DeepSNR CLI package for Intel Mac and x64 runtime use.

System requirements

  • Requires an Intel Mac with macOS 13.1 or newer.
SHA-256 f5fe6f35b01eda41ed4f3e170c13ac0d3b82cc2b5505f1ee4e2bd127ffc73a88
ZIP: deepsnr_macos-x64_1.2.3-0119_ORT_x64_cli.zip
Installer: DeepSNR_macos-x64_1.2.3-0119_ORT_x64.pkg

Apple Silicon Mac / ARM64

DeepSNR CLI for macOS ARM64 1.2.3-0119 CoreML ARM64 Released 2026-07-22 211.5 MB

Current Apple Silicon DeepSNR CLI package with native CoreML support.

System requirements

  • Requires an Apple Silicon Mac with macOS 13.1 or newer.
SHA-256 be1e74b61013acf4f25eb917b5a669f578a01f8a671213948856afc9bc59ccbe
ZIP: deepsnr_macos-arm64_1.2.3-0119_COREML_arm64_cli.zip
Installer: DeepSNR_macos-arm64_1.2.3-0119_COREML_arm64.pkg

Previous versions

These archives are retained for compatibility and rollback. Use the current packages above unless you have a specific reason to stay on an older line.

1.2.2 (released 2026-06-27)
1.2.1 (released 2026-05-30)
1.2.0 (released 2026-05-27)
1.1.0 (released 2026-05-18)

macOS

DeepSNR CLI for macOS x64 1.1.0-0096 TF x64 Released 2026-05-18 306.0 MB

Previous macOS DeepSNR CLI package for Intel Mac and x64 runtime use.

SHA-256 f1f0761c2d88aa665bb61ccd4e5f1d75a51c0751d39202c4cb5df2444678b340
ZIP: deepsnr_macos-x64_1.1.0-0096_TF_x64_cli.zip

Older DeepSNR CLI archives are isolated under legacy downloads. They are retained for compatibility with older workflows and are not the primary install path.

Open legacy downloads