THE SEN1-2 DATASET FOR DEEP LEARNING IN SAR-OPTICAL DATA FUSIONM. Schmitt 1 , L. H. Hughes 1 , X. X. Zhu 1,21 Signal Processing in Earth Observation, Technical University of Munich (TUM), Munich, Germany - (m.schmitt,lloyd.hughes)@tum.de2 Remote Sensing Technology Institute (IMF),...
2.1 原始SEN12MS数据集 SEN12MS数据集(Schmitt et al.,2019)于2019年发布,包含180,662个所谓的补丁(patch),分布在全球各地和所有季节。对于每个补丁,数据集提供以下内容: • 两个极化通道(VV,VH)的Sentinel-1 SAR图像 • 13个多光谱通道的Sentinel-2光学图像 • 四个不同的土地覆盖图,遵循不同的分类方案...
One way of detecting this is to have a private leaderboard, where each of the submissions can be tested on a held-out dataset. If participants are using the public leaderboard to overfit to the test queries, we would see their performance increase on the public query set, and decrease on ...
We extend this concept to identify cell types of origin using the Tabula Sapiens transcriptomic cell atlas as well as individual tissue transcriptomic cell atlases in combination with the Human Protein Atlas RNA consensus dataset. We define cell type signature scores, which allow the inference of ...
Summary statistics for the 23andMe dataset can be obtained by qualified researchers under an agreement with 23andMe that protects the privacy of the 23andMe participants. For access to genotypes from the PGC cohorts and the iPSYCH sample, interested researchers should contact the lead PIs (iPSYCH...
Creating a datasetTo rigorously compare engines in how well they match human play, we need a good test set to evaluate them with. We made a collection of nine test sets, one for each narrow rating range. Here’s how we made them:...
Below is a simple example for explaining a multi-class SVM on the classic iris dataset. import sklearn import shap from sklearn.model_selection import train_test_split # print the JS visualization code to the notebook shap.initjs() # train a SVM classifier X_train,X_test,Y_train,Y_...
PointOdyssey: A Large-Scale Synthetic Dataset for Long-Term Point Tracking, Yang Zheng, Adam W. Harley, Bokui Shen, Gordon Wetzstein, Leonidas J. Guibas MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking, Ruopeng Gao, Limin Wang Robust Object Modeling for Visual Tracking...
framework in different datasets: at the time of the Higgs boson discovery, using the full data from LHC Run 1, in the dataset used in this paper and the expected 1-s.d. uncertainty at the HL-LHC for \({\mathcal{L}}=3,000\,{{\rm{fb}}}^{-1}\)....
We next assess the ENSO response to volcanism in both reconstructions. To perform an equitable comparison, we select large eruptions defined as volcanic stratospheric sulfur injection (VSSI) greater than 6 Tg S according to the eVolv2k version 3 dataset45, with adjustments according to Toohey et...