Datasets:
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README.md
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license: cc-by-nc-nd-4.0
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license: cc-by-nc-nd-4.0
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task_categories:
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- image-classification
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size_categories:
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- 1K<n<10K
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tags:
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- drivers behavior
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- road safety
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- traffic
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- image
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- car
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---
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# Driver dataset - 2 400+ Image
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Dataset comprises **2,400+** images of **304** people capturing diverse driving behaviors, monitored by RGB and infrared cameras. It is designed for research in **behavior monitoring**, improving **driver safety**, and reducing risky driving incidents and reducing risky driving incidents, **analyzing aggressive driving**, distracted driving, and other unsafe behaviors to develop **solutions for safer driving practices**. - **[Get the data](https://unidata.pro/datasets/driver-behaviour-dataset/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=Driving-Behavior-Dataset)**
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## Dataset characteristics:
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| **Characteristic** | **Data** |
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|--------------------------|--------------------------------------------------------------------------|
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| Description | Images of drivers recorded with RGB and infrared cameras |
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| Data types | Image |
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| Tasks | Detection, Driver behavior analysis |
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| Total number of people | 304 |
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| Total number of images | 2,432 |
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| Type of behaviour | Dangerous behavior, Fatigue behavior, Visual movement behavior |
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| Labeling | Metadata (nationality, gender, age, collection time, etc.) |
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| Gender | Male, Female |
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| Ethnicity | Indians, Caucasian, African |
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| Age | Young adults, middle-aged, elderly |
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| Collection time | Day, evening, night |
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### π Sample dataset available! For full access, [contact us](https://unidata.pro/datasets/driver-behaviour-dataset/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=Driving-Behavior-Dataset) to discuss purchase terms.
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## Dataset structure
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- 1 β images of first person
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- 2 β images of second person
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- 3 β images of third person
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- 4 β images of fourth person
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- 5 β images of fifth person
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- Driver Behaviour Dataset - metadata for the data
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### π§© Like the dataset but need different data? We can collect a custom dataset just for you - learn more about our data collection services [here](https://unidata.pro/datasets/driver-behaviour-dataset/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=Driving-Behavior-Dataset)
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## Similar Datasets:
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1. [Cars Object Tracking Dataset](https://unidata.pro/datasets/cars-object-tracking/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=cars-object-tracking)
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2. [Car License Plate Detection Dataset](https://unidata.pro/datasets/car-license-plates-ocr-image/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=license-plate-dataset)
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3. [Real-Time Traffic Dataset](https://unidata.pro/datasets/real-time-traffic-and-environmental-video-dataset/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=real-time-traffic-video-dataset)
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## π [UniData](https://unidata.pro/datasets/driver-behaviour-dataset/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=Driving-Behavior-Dataset) - your trusted data partner.
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