DeepEarthMY2.0 Dataset

DeepEarthMY2.0 is an extended version of the DeepEarthMY1.0 dataset for tropical land-cover semantic segmentation in Malaysia. DeepEarthMY1.0 refers to the previously released DeepEarthMY v2.0 dataset. The extension adds 627 urban images from East Malaysia, covering five new urban constituencies in Sabah (300 images) and seven in Sarawak (327 images). The newly added districts and constituencies are listed below: State District Constituency/ State Assembly #Images Sabah Kota Kinabalu Api-Api 57 Putatan Petagas 64 Sandakan Elopura 54 Sandakan Sungai Sibuga 63 Tawau Kukusan 62 Sarawak Betong Batu Lintang 64 Kuching Kota Sentosa 26 Kuching Padungan 64 Kuching Pending 40 Kuching Samariang 32 Kuching Satok 43 Miri Pujut 58 The dataset contains 4,634 annotated PNG images with a resolution of 1024 × 1024 pixels, covering Urban and Rural environments. It provides seven land-cover classes: Background, Building, Road, Water, Forest, Agriculture, and Barren. All images are manually annotated following the annotation protocol of DeepEarthMY1.0. DeepEarthMY2.0 provides more geographically diverse tropical scenes for semantic segmentation and cross-climate generalization research.