Sentinel-2 Roads Dataset

The dataset consists of Sentinel-2 images at 10m spatial resolution along with their corresponding binary road masks acquired from seven diverse regions across India, covering urban, rural, and mountainous terrains. We also offer a set of enhanced version of the Sentinel-2 images, which incorporates techniques such as gamma correction and CLAHE, for improved road visibility. For ease of reuse in different deep learning frameworks, the dataset is made available in TIF as well as PNG format. The dataset contains a total of 5,634 high-quality samples, each of 256x256 pixels, obtained after manual refinement.