AwesomeDataviz

LightlyStudio

Interactive embedding plot and sample grid to explore image and video datasets, with annotation overlays.

Website GitHub
GitHub stars
901
Commits, last 12 months
2,292
Contributors
19
Last commit
Latest release
v1.2.0Oct 23, 2026

Overview

LightlyStudio is an open-source ML visualization tool released under the Apache-2.0 license. Its GitHub repository has 901 stars, 42 forks, and 19 contributors. It is actively developed with 2,292 commits in the last 12 months. The latest release, v1.2.0, was published on Oct 23, 2026.

Its GitHub description: LightlyStudio - The Unified Data Platform for Multimodal ML

GitHub topics: computer-visionimage-labelingmlopscuration

Development activity

Commits per month to the default branch over the last 12 complete months.

0200400 Nov 2025 Dec Jan 2026 Feb Mar Apr May Jun Jul Aug Sep Oct
0200400 Nov 2025 Feb 2026 May Aug
2,292 commits from Nov 2025 to Oct 2026.
Show data as a table
MonthCommits
Nov 2025134
Dec 2025121
Jan 2026119
Feb 2026131
Mar 2026184
Apr 2026154
May 2026187
Jun 2026234
Jul 2026197
Aug 2026228
Sep 2026359
Oct 2026244

Popularity among Machine learning visualization tools

Netron 33.6K PlotNeuralNet 25.1K Opik 23.1K Phoenix 12.1K FiftyOne 11.3K Visdom 10.3K LightlyStudio 901
Netron 33.6K PlotNeuralNet 25.1K Opik 23.1K Phoenix 12.1K FiftyOne 11.3K Visdom 10.3K LightlyStudio 901
GitHub stars for LightlyStudio and the most-starred alternatives.
Show data as a table
ToolStars
Netron33,640
PlotNeuralNet25,070
Opik23,076
Phoenix12,086
FiftyOne11,256
Visdom10,325
LightlyStudio901

Alternatives to LightlyStudio

  • Netron

    Viewer for neural network, deep learning and machine learning models.

    33.6K starsJavaScriptMIT

  • PlotNeuralNet

    LaTeX code for drawing neural network architecture diagrams.

    25.1K starsTeXMIT

  • Opik

    Formerly CometLLM. Debug, evaluate, and monitor LLM applications with tracing and dashboards.

    23.1K starsPythonApache-2.0

  • Phoenix

    ML observability in a notebook with UMAP visualizations

    12.1K starsPythonElastic-2.0

  • FiftyOne

    Tool for visualizing, curating and evaluating computer vision datasets and models.

    11.3K starsTypeScriptApache-2.0

  • Visdom

    Tool for real-time visualization and monitoring of live data such as ML experiments.

    10.3K starsPythonApache-2.0

LightlyStudio FAQ

Is LightlyStudio open source?

Yes. LightlyStudio is released under the Apache-2.0 license, and its source code is on GitHub.

Is LightlyStudio still maintained?

Yes. LightlyStudio is actively developed, with 2,292 commits in the last 12 months and the latest commit 2 days ago.

What are the best alternatives to LightlyStudio?

The most popular alternatives listed in Machine learning visualization tools are Netron, PlotNeuralNet, and Opik. See the full ranking.

What language is LightlyStudio written in?

LightlyStudio is primarily written in Python, according to GitHub.

Data: GitHub API. Updated Nov 1, 2026.