A toolkit for experimenters to conduct pilot studies more efficiently with AR smart glasses (Optical See-Through Head-Mounted Displays)

• If you find any issues, please create GitHub issues

• PilotAR: Streamlining Pilot Studies with OHMDs from Concept to Insight, IMWUT'24
  • Camera Ready PDF
  • POSTER

@article{janaka_pilotar_2024,
	title = {{PilotAR}: {Streamlining} {Pilot} {Studies} with {OHMDs} from {Concept} to {Insight}},
	shorttitle = {{PilotAR}},
	url = {https://doi.org/10.1145/3678576},
	doi = {10.1145/3678576},
	language = {en},
	journal = {Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
	author = {Janaka, Nuwan and Cai, Runze and Ram, Ashwin and Zhu, Lin and Zhao, Shengdong and Kai Qi, Yong},
	month = sep,
	year = {2024},
}

• Demonstrating PilotAR: A Tool to Assist Wizard-of-Oz Pilot Studies with OHMD, UbiComp/ISWC'24

  • Camera Ready PDF

• Video:

• Nuwan Janaka (In)
• Cai Runze

• Initial contributors: @RenzoTsai, @flairekq, @tsy24, @janakanuwan, @wowsiddanth

• Documentation: here
  • See Sample Setup in the documentation for the setup of the tool.
• Tool usage: offline video
• Project folder (private access): here
• Version info

• A computer with Windows (10/11) OR MacOS
• For MacOS
  • Please install vb-cable to enable you to record your computer's sound.
  • Give access to enable your terminal or IDE (e.g., PyCharm) Input Monitoring and Screen Recording in System Settings -> Privacy & Security.
• For Windows
  • Please enable Stereo Mix to allow you to record your computer's sound.
• Currently, the tool support HoloLens 2 device for first-person view (or webcam using 0 as the IP address). So, you need to know the smart glasses' IP address, username, and password. If you forgot, request a new pin via Windows Device Portal

1. Install conda, if you haven't done it (e.g., Miniconda).
2. Create conda environment woz via conda env create -f environment.yml.
3. Activate woz environment via conda activate woz
4. Install VLC Player
5. Install FFmpeg and add it to your environment path.

• For macOS, you can use brew install ffmpeg
• For Windows, you may need to manually add it to the environment variable.

• See WOzTool usage: offline video

1. Run main.py (e.g., python main.py via terminal)
2. You can set up the configurations by clicking Setup (e.g., sample setup).
   1. The device configuration, including FPV, TPV, Woz Interface address, and recording sources, can be modified in Devices.
      1. Enter your HoloLens' IP, Username, Password to the FPV's enter box. Then click FPV (blue button) to connect.
      2. For the TPV, you can create a Google meet and paste the link to the enter box of TPV. Then click TPV (blue button) to open the link in browser.
      3. Use your phone to join the Google Meet to provide a TPV.
      4. For the Woz interface, you can share this interface's window in Google Meet.
   2. You can also set up the checklist by clicking Checklist.
   3. To customize the Annotations for the pilot recording, you can click Customization
3. To start the pilot study, you can click Pilot in the top panel.
   1. In the GUI, you can modify the Anticipated duration (in seconds), Participant & Session ID.
   2. You can then click Start to start one session.
   3. Add annotations according to your study needs (e.g., Screenshots -> shortcut key "5", Accuracy -> shortcut key "1/2" by default)
   4. Once you finish one session, you can click Stop.
   5. You can modify the Participant & Session ID and click Start again to start new session.
4. You can then analyze the recordings after pilot. The program will automatically pop up the analyzer.
   • You can also click the Analyzer in the top panel to open the analyzer's window.
5. To run PilotAR as an (independent) video analyzer/annotator, open the Analyzer, and then select the Create new option in the dropdown menu for Participant & Session ID.

1. Open the browser and join a Google Meet (we suggest you save this link to the bookmarks).
   • To minimize the typing in HL2, you can open the browser in computer (not HL2) and type IP address of HL2 to enter Windows Device Portal
   • Then select Virtual Input and copy the Google Meet link on that input and send it to HL2.
2. Turn on the Speaker and turn off the camera in the Google Meet.
   • You DO NOT need to log into Google account to use Google Meet, but then need to type a name to join the meeting.
3. Change the Google Meet layout to enable your PC's shared screen can be full-sized display on the HoloLens.
   • Can use Spotlight and Pin functions on GoogleMeet to keep the required screens (e.g., shared, camera) in the center of the view.

• AttributeError: CFMachPortCreateRunLoopSource

  • Follow this link to solve this problem

• Unclear images in the Analyzer UI

  • You can go to the file tkvideoplayer.py and the change self._resampling_method: int = Image.NEAREST to self._resampling_method: int = Image.BICUBIC.

• File is Missing on Windows

  • Virus guard (e.g., Microsoft Defender) blocks the customization file and will not run.
  • Please need to allow the file in "Windows Security" / Antivirus software.

• Issue with video playing in the Analyzer UI on Mac M1 chip

  • Need to install VLC player's Intel version (Enable Rosetta for your terminal).

• Others, WOzTool-feedback

To run unit test cases, run python -m unittest on the terminal

• Credits to @jianfch for Utilities/stable_whisper.py (code from https://github.com/jianfch/stable-ts)
• Credits to aiortc team for Utilities/WOz_video_streaming_server.py (code from https://github.com/aiortc/aiortc/tree/main/examples/webcam)

1. In terminal, pip install py2app and run rm -rf build dist.
2. Run python setup.py py2app -A. Note: Please run this command with conda environment activated.
3. Go to the dist and open the App.
4. If they are any issues with the App, right-click the App's icon, then select Show Package Content and go to the Content\MacOS. You can click main to run the program within the terminal.