LPW Labelled Pupils in the Wild
High-speed head-mounted eye-region videos with pupil-center annotations under varied indoor, outdoor, eyewear, and lighting conditions.
At a glance
| Field | Value |
|---|---|
| Short name | lpw |
| Full name | LPW Labelled Pupils in the Wild |
| Publication date | Unknown |
| Date basis | Unknown |
| Publication date precision | Unknown |
| Publication date evidence | Unknown |
| Publication date source field | Unknown |
| Publication date reviewed | Unknown |
| Date notes | - |
| Primary category | eye_tracking |
| Resource role | current_dataset |
| Dataset family | lpw |
| Contained modalities | eye_tracking |
| Tasks | pupil_detection, landmark_detection |
| Primary reported quantity | 130,856 frames |
| Classes | Not reported (Not reported) |
| Splits | all |
| Size | 2.4 GB |
| Source-stated terms | Non-commercial research use only |
| Normalized terms | research-only |
| Descriptive screening label | Research or challenge restriction recorded; check source |
| Terms scope | dataset_files |
| Access friction | anonymous_direct |
| Route backend | Manual (upstream-gated) |
| Availability | available (checked 2026-07-21) |
| Acquisition support | guided_instructions_only |
| Legacy sample-loader status | Metadata and access only |
Reported quantities
| Role | Count | Unit | Scope | Basis | Evidence |
|---|---|---|---|---|---|
| Primary | 130,856 | frames | Labeled eye-region images | official_source_description | mpi-inf.mpg.de/departments |
| Additional | 66 | videos | High-speed source videos | official_source_description | mpi-inf.mpg.de/departments |
| Additional | 22 | participants | Participants recorded in everyday locations | official_source_description | mpi-inf.mpg.de/departments |
Counts retain their source-reported units. Additional rows can describe components, paired items, or derivative copies and are not automatically added to the primary quantity.
Notes
The institutional page reports 66 videos and 130,856 images from 22 participants. It explicitly limits use to non-commercial scientific purposes.
Access information and download
- CLI
- Python
# Read-only preflight
eyehub download lpw --data-dir ./data --dry-run --json
# Download, only when preflight reports supported behavior
eyehub download lpw --data-dir ./data
from eyedatahub.acquisition import preflight_dataset
from eyedatahub.datasets.registry import REGISTRY
ds = REGISTRY.get_dataset('lpw')
print(preflight_dataset(ds, './data')) # no download
Upstream page: mpi-inf.mpg.de/de
Source-term evidence: mpi-inf.mpg.de/de
Loader status
This catalog record provides metadata and access instructions, but it does not yet include a standard DatasetSample loader. Inspect the source file structure or contribute a loader before using it in a training pipeline.
Citation
- BibTeX
- Plain text
@misc{lpw,
title = { LPW Labelled Pupils in the Wild },
note = { Tonsen M, Zhang X, Sugano Y, Bulling A. Labelled Pupils in the Wild: A Dataset for Studying Pupil Detection in Unconstrained Environments. ETRA. 2016:139-142. doi:10.1145/2857491.2857520 },
year = { 2016 },
url = { https://www.mpi-inf.mpg.de/de/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/labelled-pupils-in-the-wild-lpw/ },
}
Tonsen M, Zhang X, Sugano Y, Bulling A. Labelled Pupils in the Wild: A Dataset for Studying Pupil Detection in Unconstrained Environments. ETRA. 2016:139-142. doi:10.1145/2857491.2857520
Source-stated terms
- Raw source string: Non-commercial research use only
- Normalized category:
research-only - Apparent scope:
dataset_files - Descriptive screening label: Research or challenge restriction recorded; check source
⚠️ Source-stated terms, scope, and normalized labels are curation metadata, not legal advice or a permission finding. Review the current official source before transfer or reuse.
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