NWPU Data Set

NWPU数据集是一个遥感图像数据集。NWPU-RESISC45数据集是西北工业大学创建的遥感图像场景分类的可用基准。数据集共包含31,500幅图像，像素大小为256*256，涵盖45个场景类别，其中每个类别有700幅图像。
这45个场景类别包括飞机、机场、棒球场、篮球场、海滩、桥梁、丛林、教堂、圆形农田、云、商业区、密集住宅区、沙漠、森林、高速公路、高尔夫球场、地面轨道、港口、工业区、交叉路口、岛屿、湖泊、草地、中型房屋，移动房屋公园，高山，立交桥，宫殿，停车场，铁路，火车站，矩形农田，河流，回旋处，跑道，海洋，轮船，雪山，稀疏住宅，体育场，储水箱，网球场，露台，火力发电站和湿地。
该数据集由西北工业大学发布，相关论文包括 “遥感图像场景分类: 基准和最新技术”。

The NWPU dataset is a remote sensing image dataset. The NWPU-RESISC45 dataset is an available benchmark for remote sensing image scene classification developed by Northwestern Polytechnical University. The dataset contains 31,500 images with a resolution of 256×256 pixels, covering 45 scene categories, with 700 images per category.
The 45 scene categories include airplanes, airports, baseball diamonds, basketball courts, beaches, bridges, jungles, churches, circular farmlands, clouds, commercial districts, dense residential areas, deserts, forests, highways, golf courses, ground track fields, ports, industrial zones, intersections, islands, lakes, meadows, medium-sized houses, mobile home parks, mountains, overpasses, palaces, parking lots, railways, railway stations, rectangular farmlands, rivers, roundabouts, runways, oceans, ships, snow-covered mountains, sparse residential areas, stadiums, storage tanks, tennis courts, terraces, thermal power stations, and wetlands.
This dataset was released by Northwestern Polytechnical University, and the related paper is titled "Remote Sensing Image Scene Classification: Benchmark and State-of-the-Art".

搜集汇总

背景与挑战

背景概述

NWPU数据集是一个遥感图像场景分类数据集，包含31,500幅256*256像素的图像，覆盖45个场景类别，每个类别有700幅图像。该数据集由西北工业大学于2017年发布，旨在为遥感图像分类提供基准和最新技术参考。