Annotated Color Steel House Dataset along the Hurong Railway, Anhui Province

This dataset contains high-resolution remote sensing imagery and annotated shapefiles of color steel houses along the Hurong Railway in Anhui Province, China. It was constructed to support the training and evaluation of deep learning models for object detection and segmentation in complex railway corridor environments. The dataset includes: Training Images: RGB tiles of different resolutions (512×512, 1024×1024, 2048×2048 pixels). Annotations: Corresponding shapefiles marking the locations and extents of color steel houses. This dataset enables researchers to develop and benchmark algorithms for automated detection of small structures in large-scale remote sensing images. Users are encouraged to cite the associated publication when using the dataset in their research.