Apache Spark Accelerated Deep Learning Inference for Large Scale
Satellite Image Analytics

Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics

8 August 2019

Jonathan Gerrand

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Papers citing "Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics"

14 / 14 papers shown

Title
On Multivariate Financial Time Series Classification Grégory Bournassenko AI4TS AIFin 113 0 0 24 Apr 2025
BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding Gencer Sumbul Marcela Charfuelan Begüm Demir Volker Markl 101 455 0 16 Feb 2019
Exascale Deep Learning for Climate Analytics Thorsten Kurth Sean Treichler Josh Romero M. Mudigonda Nathan Luehr ... Michael A. Matheson J. Deslippe M. Fatica P. Prabhat Michael Houston BDL 87 264 0 03 Oct 2018
CosmoFlow: Using Deep Learning to Learn the Universe at Scale Amrita Mathuriya Deborah Bard P. Mendygral Lawrence Meadows James A. Arnemann ... Nalini Kumar S. Ho Michael F. Ringenburg P. Prabhat Victor W. Lee AI4CE 76 126 0 14 Aug 2018
Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning Barak Oshri A. Hu P. Adelson Xiao Chen P. Dupas Jeremy Weinstein Marshall Burke David B. Lobell Stefano Ermon 46 73 0 03 Jun 2018
Building Extraction at Scale using Convolutional Neural Network: Mapping of the United States Hsiuhan Lexie Yang Jiangye Yuan D. Lunga M. Laverdiere A. Rose B. Bhaduri 53 175 0 23 May 2018
DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images Ilke Demir Krzysztof Koperski David Lindenbaum Guan Pang Jing Huang Saikat Basu Forest Hughes D. Tuia Ramesh Raskar 60 846 0 17 May 2018
Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scale A. Albert Jasleen Kaur Marta C. González 50 197 0 10 Apr 2017
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 275 18,298 0 02 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 435 18,361 0 27 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,846 0 02 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,520 0 18 May 2015
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 218 4,898 0 22 Dec 2014