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--- |
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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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### 📊 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 — images of first person |
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- 2 — images of second person |
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- 3 — images of third person |
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- 4 — images of fourth person |
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- 5 — images of fifth person |
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- Driver Behaviour Dataset - metadata for the data |
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### 🧩 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=Driving-Behavior-Dataset) |
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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=Driving-Behavior-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=Driving-Behavior-Dataset) |
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## 🌐 [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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