EnvisionBOX is a community-driven platform for sharing and learning solutions to analyze and work with multimodal data streams in various programming languages. It serves as a centralized repository for sharing software, codes, algorithms, and tools utilized in multimodal analysis. EnvisionBOX aims to increase the transparency and reproducibility of research, speed up the development process, and most importantly lower the entry barrier for newcomers.
At EnvisionBOX, we believe that everyone should have the opportunity to learn and contribute to the field of multimodal data analysis. On this platform learners and experts alike can share knowledge, collaborate on projects, and develop new solutions. You are invited to contribute your own coding module to this platform, feel free to contact us with your idea for a contribution.
We are also looking for new people to join the team. Do you have ideas to foster community building (e.g., news bulletin on new tools coming out; a lecture series that connects theory with methods), please feel free to contact us and join the team!
If you're interested in learning more about multimodal data analysis or contributing to the EnvisionBox community, we encourage you to subscribe to our newsletter.
Donders Research Stimulation fund (EnvisionBoxBaby), Donders Institute, Radboud University (2025; PIs Wim Pouw, Babajide Owoyele, Yayun Zhang, Caroline Rowland, Sabine Hunnius)
NWO VENI (VI.Veni 0.201G.047), Dutch Research Council (2020-2025; PI Wim Pouw)
Summer School 'Multiscale Social Dynamics in Individuals and Groups' (MDIG2026) — 13–17 July 2026, MindLabs, Tilburg University. Five-day programme on multimodal signal analysis, motion tracking, multiscale synchrony, and GDPR-compliant data practices. Travel grants available. Supported by EnvisionBox.org.
New module on Phoneme-Level Speech-Text Synchronization using the Montreal Forced Aligner (for Python)
EnvisionBox has been shortlisted for the Leo Waaijers open science award 2025!
New module on automatic object tracking and object-to-object overlap detection using SAM2 (Python App)
Satellite event for envisionBOX: Summer school 23-27 June 2025 Amsterdam on "Unboxing Multimodality"
New module on multi-person tracking with YOLO and social proximity calculation (Python)
New module on turn-taking dynamics and entropy (Python)
New module on 3D pose tracking with OpenPose and Pose2sim (Python)!
New module on creating video-embedded animations (Python)
New module on 3D pose tracking from 2D video data (Python)!
New module that goes into dynamic dashboards (Python)!
New module that goes into full body tracking with Mediapipe (Python)!
New module that goes into multimodal data wrangling in Python!
You can get in touch with any contributor of particular teaching modules. Emails are generally provided in the modules themselves. If you want to reach out to the main overseeing contributors than you can reach out to any of these people:
