Error code:   ConfigNamesError
Exception:    RuntimeError
Message:      Dataset scripts are no longer supported, but found medical-staff-people-tracking.py
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 66, in compute_config_names_response
                  config_names = get_dataset_config_names(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 161, in get_dataset_config_names
                  dataset_module = dataset_module_factory(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1031, in dataset_module_factory
                  raise e1 from None
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 989, in dataset_module_factory
                  raise RuntimeError(f"Dataset scripts are no longer supported, but found {filename}")
              RuntimeError: Dataset scripts are no longer supported, but found medical-staff-people-tracking.py

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Medical Staff People Tracking - Object Detection dataset

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.

💴 For Commercial Usage: To discuss your requirements, learn about the price and buy the dataset, leave a request on our website to buy the dataset

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.

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

Buy the Dataset: This is just an example of the data. Leave a request on our website provides high-quality data annotation tailored to your needs

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

Object tracking might be made in accordance with your requirements.

Leave a request on our website to discuss your requirements, learn about the price and buy the dataset.

Our Team

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