Update README.md

README.md

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 ---
 license: cc-by-nc-nd-4.0
+task_categories:
+- image-to-image
+- object-detection
+language:
+- en
+tags:
+- code
+- medical
 ---
+
+# Medical Staff People Tracking
+
+The dataset contains a collection of frames extracted from videos captured within a **hospital environment**. The **bounding boxes** are drawn around the **doctors, nurses, and other people** who appear in the video footage. 
+
+The dataset can be used for **computer vision in healthcare settings** and *the development of systems that monitor medical staff activities, patient flow, analyze wait times, and assess the efficiency of hospital processes*.
+
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F923816c1040f503bbe0cb20c8d1f2446%2Fezgif.com-optimize.gif?generation=1695376624951041&alt=media)
+
+# Get the dataset
+
+### This is just an example of the data
+
+Leave a request on [**https://trainingdata.pro/data-market**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=medical-staff-people-tracking) to discuss your requirements, learn about the price and buy the dataset.
+
+# Dataset structure
+The dataset consists of 2 folders with frames from the video from a hospital. 
+Each folder includes:
+- **images**: folder with original frames from the video,
+- **boxes**: visualized data labeling for the images in the previous folder,
+- **.csv file**: file with id and path of each frame in the "images" folder,
+- **annotations.xml**: contains coordinates of the bounding boxes, created for the original frames
+
+# Data Format
+
+Each frame from `images` folder is accompanied by an XML-annotation in the `annotations.xml` file indicating the coordinates of the bounding boxes for people tracking. For each point, the x and y coordinates are provided.
+
+### Classes:
+- **doctor** - doctor in the frame
+- **nurse** - nurse in the frame
+- **others** - other people (not medical staff)
+
+# Example of the XML-file 
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2Ff95aaa420be75d5f089a68b8d30c749b%2Fcarbon.png?generation=1695377446391495&alt=media)
+
+# Object tracking might be made in accordance with your requirements.
+
+## **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=medical-staff-people-tracking)** provides high-quality data annotation tailored to your needs
+
+More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**
+
+TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets**