Update README.md

README.md

@@ -1,3 +1,47 @@
----
-license: cc-by-nc-nd-4.0
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+---
+license: cc-by-nc-nd-4.0
+task_categories:
+- image-classification
+size_categories:
+- 1K<n<10K
+tags:
+- drivers behavior
+- road safety
+- traffic
+- image
+- car
+---
+# Driver dataset - 2 400+ Image
+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)**
+## Dataset characteristics:
+| **Characteristic**       | **Data**                                                                 |
+|--------------------------|--------------------------------------------------------------------------|
+| Description              | Images of drivers recorded with RGB and infrared cameras                |
+| Data types               | Image                                                                   |
+| Tasks                    | Detection, Driver behavior analysis                                     |
+| Total number of people   | 304                                                                     |
+| Total number of images   | 2,432                                                                   |
+| Type of behaviour        | Dangerous behavior, Fatigue behavior, Visual movement behavior           |
+| Labeling                 | Metadata (nationality, gender, age, collection time, etc.)              |
+| Gender                   | Male, Female                                                            |
+| Ethnicity                | Indians, Caucasian, African                                              |
+| Age                      | Young adults, middle-aged, elderly                                       |
+| Collection time          | Day, evening, night                                                     |
+
+### 📊 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.
+## Dataset structure
+- 1  —  images of first person
+- 2  —  images of second person
+- 3  — images of third person
+- 4  — images of fourth person
+- 5  — images of fifth person
+- Driver Behaviour Dataset - metadata for the data
+
+### 🧩 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)
+
+## Similar Datasets:
+1. [Cars Object Tracking Dataset](https://unidata.pro/datasets/cars-object-tracking/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=cars-object-tracking)
+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)
+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)
+
+## 🌐 [UniData](https://unidata.pro/datasets/driver-behaviour-dataset/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=Driving-Behavior-Dataset) - your trusted data partner.