DOTA: A Large-scale Dataset for Object Detection in Aerial Images

Abstract

Example datasets of the Interactive Feature Localization in Deep neural networks (IFeaLiD) tool. <strong>Cityscapes</strong> These datasets are based on the image <code>bielefeld_000000_007186_leftImg8bit.png</code> of the Cityscapes dataset. The datasets can be explored online in IFeaLiD: conv2_x (<code>bielefeld_000000_007186_leftImg8bit.png.C1.npz.8.zip</code>) conv3_x (<code>bielefeld_000000_007186_leftImg8bit.png.C2.npz.8.zip</code>) conv4_x (<code>bielefeld_000000_007186_leftImg8bit.png.C3.npz.8.zip</code>) <strong>COCO</strong> These datasets are based on the image <code>000000015746.jpg</code> of the COCO dataset. The datasets can be explored online in IFeaLiD: conv2_x (<code>000000015746.jpg.C1.npz.8.zip</code>) conv3_x (<code>000000015746.jpg.C2.npz.8.zip</code>) conv4_x (<code>000000015746.jpg.C3.npz.8.zip</code>) <strong>DIV2K</strong> These datasets are based on the image <code>0804.png</code> of the DIV2K dataset. The datasets can be explored online in IFeaLiD: conv2_x (<code>0804.png.C1.npz.8.zip</code>) conv3_x (<code>0804.png.C2.npz.8.zip</code>) conv4_x (<code>0804.png.C3.npz.8.zip</code>) <strong>DOTA</strong> These datasets are based on the image <code>P0034.png</code> of the DOTA dataset. The datasets can be explored online in IFeaLiD: conv2_x (<code>P0034.png.C1.npz.8.zip</code>) conv3_x (<code>P0034.png.C2.npz.8.zip</code>) conv4_x (<code>P0034.png.C3.npz.8.zip</code>)