Datavyu
7.2#9 in video annotation softwareFree planFree planAPILinuxmacOSWindows
VisitDatavyu vs Label Studio
Label Studio
8.2#2 in image annotation softwareFrom $99 a monthFree planWebAPILinuxmacOS
VisitWhat both publish
| Fact | Datavyu | Label Studio |
|---|---|---|
| Funding | Databrary reports support from NIH, NSF, DARPA, the Sloan and McDonnell foundations, the LEGO Foundation, NYU and Penn State. | HumanSignal says it has raised $30 million from Redpoint Ventures, Unusual Ventures, Bow Capital and Swift Ventures. |
| Purpose | Datavyu is a software package for visualizing and coding behavioral observations from video data sources. | Label Studio is an open source data labeling tool for labeling multiple data types and connecting machine learning models for predictions or active learning. |
| Security | The Datavyu 1.5.3 release notes say its Log4j dependency was updated and that the upgrade may be required for security purposes by institutions. | The security documentation says application component interactions use TLS and the web app enforces HTTPS and secured cookies. |
Datavyu plans
- DatavyuFree
- Free academic softwareFree
Label Studio plans
- Community EditionFree
- Starter Cloud$99 a month
- EnterprisePriced on request
Pick Datavyu if…
Datavyu suits behavioral scientists who need to code observations across linked video, audio, or other data streams. It is also relevant to researchers studying development who want Ruby scripting or data export for analysis.
Pick Label Studio if…
It suits teams preparing labeled datasets across several media types, from individual community users to organizations needing managed cloud or on-prem deployment. Developers can use its APIs, Python SDK, and webhooks to connect labeling work to other systems.