3. LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Page:https://github.com/Junjue-Wang/LoveDA Download:https://zenodo.org/records/5706578 Paper:https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/file/4e732ced3463d06de0ca9a15b6153677-Paper-round...
[NIPS2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation 近期在做一些遥感分割数据集调研,学习一下数据集文章的写作思路,在此做一些记录。 Introduction 随着社会和经济的不断发展,人类的生活环境逐渐分化,可分为城市区和农村区[8]。高空间分辨率(HSR)遥感技术可以帮助...
UAVid: A semantic segmentation dataset for UAV imagery ISPRS Journal of Photogrammetry and Remote Sensing(IF10.6)Pub Date : 2020-05-30, DOI:10.1016/j.isprsjprs.2020.05.009 Ye Lyu , George Vosselman , Gui-Song Xia , Alper Yilmaz , Michael Ying Yang ...
A multimodal (i.e., Sentinel-2, Sentinel-1, and SRTM) remote sensing dataset in Hunan, China. - LauraChow/HunanMultimodalDataset
Firstly, training deep learning models for segmentation requires per-pixel annotations. Given the large size of datasets, only a small portion is fully annotated and ready for training. Additionally, the high intra-dataset variance in remote sensing data limits the transfer learning ability of such ...
In this paper, we propose a more challenging dataset for fine-grained object detection and recognition in high-resolution remote sensing imagery. We believe that the diversity and challenge of the FAIR1M dataset benefit from fine-grained types, large ranges of sizes and orientations, high within-...
Multistage Synergistic Aggregation Network for Remote Sensing Visual Grounding RS5M and GeoRSCLIP: A Large-Scale Vision- Language Dataset and a Large Vision-Language Model for Remote Sensing (2024/09/12) segment 多尺度遥感目标检测 Poly Kernel Inception Network for Remote Sensing Detection ...
Examples of semantic segmentation results on the Postdam dataset. (a): Ours. (b): FCN. (c): ConvNeXt-v2. (d): HRNet. (e): Deeplabv3+. (f): UNet. (g): SegNeXt. (h): SegFormer. (i): FTransUNet. Full size image Results on GID dataset ...
customize dataset customize model useful tools LSKNet for Remote Sensing Segmentation We further extend our work to segmentation tasks on the Potsdam, Vaihingen, LoveDA, and UAVid datasets. Please visitLSKNet + GeoSeg. To facilitate easy reproduction and swift initiation for beginners, we offer our...
A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene Understanding - GitHub - cugbrs/MLRSNet: A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene Understanding