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Multi-state Driver Facial Keypoint Dataset
Synthetic Images & Vision Datasets
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£5,500
About
Description:
This dataset contains facial and upper-body images of drivers collected under various simulated and real-world driving conditions. It focuses on the fine-grained detection of fatigue behaviors (e.g., drowsiness, yawning) and distraction behaviors (e.g., mobile phone use, talking to passengers). The data covers diverse lighting conditions and driver characteristics, and is intended to provide high-quality training and validation resources for Advanced Driver Assistance Systems (ADAS), Driver Monitoring Systems (DMS), and traffic safety research.
Keywords: driver monitoring, distracted driving, fatigue detection, drowsiness, facial keypoints, ADAS, DMS
Use Cases: driver state monitoring, DMS system training, autonomous driving
Resolution: 1280×800
Color Space: Infrared
Capture Device: NIR camera
Capture Conditions: Daytime and nighttime scenarios
Total Images: 18400+（customizable upon request）
Annotation Status: Annotated
Annotation Format: JSON
Annotation Type: 68-point facial keypoints
Label categories include:
- Fatigue: 5,100 images (27.7%)
- Distraction (e.g., phone use, talking): 8,200 images (44.6%)
- Neutral driving: 5,100 images (27.7%)
Sample Images：
Additional Notes
Usage Notes & Services
©️ Copyright & Licensing
- All rights, title, and copyright for this dataset are the exclusive property of Join Intelligence (JoinAI).
- This dataset is provided under a proprietary license. Without our express written permission, any form of redistribution, modification, public display, or commercial resale is strictly prohibited. 📜 Ethics & Compliance
- Please ensure compliance with ethical standards and privacy regulations when using this dataset.
- The use of this dataset for any illegal purpose is strictly prohibited. Users are solely responsible for any and all legal consequences resulting from its misuse. 🚀 Our Service Advantages
- Actively Maintained: The dataset is still expanding and being updated regularly. For the most up-to-date version, please contact us directly.
- Full-Spectrum Customization: We offer comprehensive data customization services. This includes adjusting image formats and annotation specifications, as well as creating entirely new datasets from scratch—from collection to annotation—to meet your unique project requirements.
- Flexible Delivery: We support splitting the dataset into compressed packages for faster, more reliable transfer. Files are hosted on a private server, with options for cloud storage upload upon request.
- Quality Verification: To verify the dataset’s quality, we can provide a sample image package to qualified potential buyers. 📧 Get in Touch
- For inquiries, customization requests, or sample applications, please email: contact@join-intelligence.com
- Visit our official website for more information: Join Intelligence
- Explore all our datasets: Visit our Notion Collection
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