Lightning Pose App
Web-based GUI for Lightning Pose — a semi-supervised pose estimation library for single- and multi-view animal tracking.
The app provides an end-to-end workflow:
- Project management — create and organize pose estimation projects
- Labeler — extract video frames and annotate keypoints
- Models — configure and launch model training, monitor progress in real time
- Inference — run trained models across video sessions
- Viewer — inspect predictions overlaid on video with per-keypoint controls
Installation
Install Lightning Pose and the app:
pip install lightning-pose lightning-pose-app
Usage
litpose run_app
Then open http://localhost:4200 in your browser.
Documentation
Full documentation, including installation guides and tutorials:
👉 https://lightning-pose.readthedocs.io
Requirements
- Linux or WSL (Windows Subsystem for Linux)
- NVIDIA GPU with CUDA 12+
- Python 3.10–3.12
Source
This package contains only the app server and compiled UI. The core modeling library lives at paninski-lab/lightning-pose.
2 maintainers
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file lightning_pose_app-2.3.0.3.tar.gz.
File metadata
- Download URL: lightning_pose_app-2.3.0.3.tar.gz
- Upload date:
- Size: 11.4 MB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via:
twine/7.0.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
9625caa27e217a4a4ddcc8106698c5225e403d64cace76042a5b84ebe359b9e4
|
|
| MD5 |
390ab0e0f71a73a31c3ebf3ac5388c1a
|
|
| BLAKE2b-256 |
25cd6478ebc9d0dc54fda9d1e5ed8d28e2af10f3a00e0668316bead1560d2d05
|
Provenance
The following attestation bundles were made for lightning_pose_app-2.3.0.3.tar.gz:
Publisher:
publish.yml on paninski-lab/lightning-pose-app
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
lightning_pose_app-2.3.0.3.tar.gz -
Subject digest:
9625caa27e217a4a4ddcc8106698c5225e403d64cace76042a5b84ebe359b9e4 - Sigstore transparency entry: 2618317858
- Sigstore integration time:
-
Permalink:
paninski-lab/lightning-pose-app@cdf27fd0dc70f99f4a03f9c582b431ed765c4391 -
Branch / Tag:
refs/tags/v2.3.0.3 - Owner: https://github.com/paninski-lab
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish.yml@cdf27fd0dc70f99f4a03f9c582b431ed765c4391 -
Trigger Event:
release
-
Statement type:
File details
Details for the file lightning_pose_app-2.3.0.3-py3-none-any.whl.
File metadata
- Download URL: lightning_pose_app-2.3.0.3-py3-none-any.whl
- Upload date:
- Size: 11.6 MB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via:
twine/7.0.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
1467f6a1580e6b905ed39a3dd0b02ba6ddf9c976d6ab8fa378e85482add000a1
|
|
| MD5 |
e786819c67174cba60016c08c8050306
|
|
| BLAKE2b-256 |
30c1a6a0f3e6894d0637c4ef7b793c54c3f77390ba9464f537de4873fc0a150a
|
Provenance
The following attestation bundles were made for lightning_pose_app-2.3.0.3-py3-none-any.whl:
Publisher:
publish.yml on paninski-lab/lightning-pose-app
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
lightning_pose_app-2.3.0.3-py3-none-any.whl -
Subject digest:
1467f6a1580e6b905ed39a3dd0b02ba6ddf9c976d6ab8fa378e85482add000a1 - Sigstore transparency entry: 2618317893
- Sigstore integration time:
-
Permalink:
paninski-lab/lightning-pose-app@cdf27fd0dc70f99f4a03f9c582b431ed765c4391 -
Branch / Tag:
refs/tags/v2.3.0.3 - Owner: https://github.com/paninski-lab
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish.yml@cdf27fd0dc70f99f4a03f9c582b431ed765c4391 -
Trigger Event:
release
-
Statement type:
