Test Annotations for Quality Evaluation of the DaRA Dataset – Annotated and Revised Video Data with Activity and Context Labels

The dataset presented here comprises the test annotations of the DaRA dataset (DOI: 10.5281/zenodo.10468175). These data were employed for the training of annotators and revisers, as well as for the assessment of the dataset’s overall label quality. The dataset includes the following components: RGB video recordings, labeled test annotations (CSV), revised labeled test annotations (CSV), and scheme files for the annotation Tool SARA. All files are organized according to the 12 class categories (CC). A detailed description of these categories is provided in the DaRA dataset and in the associated journal article describing DaRA. If you use this dataset for research, please cite this dataset and the following paper: "DaRA Dataset: Combining Wearable Sensors, Location Tracking, and Process Knowledge for Enhanced Human Activity and Human Context Recognition in Warehousing", MDPI Sensors, 2026, DOI: 10.3390/s26020739 The annotation tool SARA, used for test annotations and revising the test annotations, is available as part of the LARa dataset (DOI: 10.5281/zenodo.8189341). Utilizing the provided scheme files, both the test annotations and the revised test annotations can be imported, visualized, and modified within the SARA annotation environment in conjunction with the corresponding RGB video data.