Eye State Dataset Open Closed Webcam is a collection of grayscale image crops of eyes, collected via webcam. The dataset is intended for use in drowsiness detection applications. The author, organization, and specific collection details are unknown.
Use Cases
- Train a binary classifier for open/closed eye state based on grayscale image crops.
- Develop a drowsiness detection model based on sequences of eye state images.
- Benchmark feature extraction methods for eye landmark detection in grayscale images.
Strengths
- Data is focused on a specific, well-defined task for drowsiness detection.
- Images are pre-cropped to the eye region, which may simplify model input preparation.
Limitations
- Row count and dataset scale are unknown, which may limit suitability assessment.
- Column-level documentation is absent; field semantics must be inferred after download.
- Data may reflect temporal or source bias inherent to the unspecified webcam collection method.
Provenance
- Source
- Kaggle
- Collection Method
- Webcam-collected grayscale eye crops.
- Time Range
- null
- Freshness
- Last update date is unknown; freshness unverified.
- Geography
- null