The real life of an Earthcube data scientist

The real life of an Earthcube data scientist
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Deep dive into the actual life of a data scientist at Earthcube: who are they? And what are their missions?

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CREDITS

Speaker - Julie Imbert
With the apparition of - Tugdual, Alex, Matthieu, Damien, Maxime, Stanislas, Arthur, Clément, Thierry, Gauthier, Vincent

Script - Julie Imbert and Ségolène Husson
With the participation of - Arnaud, Renaud, Tugdual and all the Earthcube team

Filmmaking, Editing & Motion Design - Julien Mascheroni

ILLUSTRATIONS
Intellectual property: Earthcube, proprietary code and detections
fMoW dataset, Functional Map of the World, CVPR - Gordon Christie, Neil Fendley, James Wilson, and Ryan Mukherjee, 2018
Copyright: Maxar

ARTICLES
Yarin Gal and Riashat Islam and Zoubin Ghahramani, Deep Bayesian Active Learning with Image Data, 2017 arXiv,
Sara Sabour and Nicholas Frosst and Geoffrey E. Hinton, Dynamic Routing Between Capsules, 2018 arXiv,
Sanghyun Woo and Jongchan Park and Joon-Young Lee and In So Kweon, CBAM: Convolutional Block Attention Module, 2018 arXiv,
Gao Huang and Yixuan Li and Geoff Pleiss and Zhuang Liu and John E. Hopcroft and Kilian Q. Weinberger, Snapshot Ensembles: Train 1, get M for free, 2017 arXiv,
James Kirkpatrick and Razvan Pascanu and Neil C. Rabinowitz and Joel Veness and Guillaume Desjardins and Andrei A. Rusu and Kieran Milan and John Quan and Tiago Ramalho and Agnieszka Grabska-Barwinska and Demis Hassabis and Claudia Clopath and Dharshan Kumaran and Raia Hadsell, Overcoming catastrophic forgetting in neural networks, 2016 arXiv,
Timur Garipov, Pavel Izmailov, Dmitrii Podoprikhin, Dmitry Vetrov, Andrew Gordon Wilson, Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs, 2018 arXiv,
Tsung-Yi Lin and Priya Goyal and Ross B. Girshick and Kaiming He and Piotr Dollár, Focal Loss for Dense Object Detection, 2017 arXiv,
Abhijit Guha Roy and Nassir Navab and Christian Wachinger, Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks, 2018 arXiv.
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https://youtu.be/62mHkK_qT0I

https://www.earthcube.eu

https://medium.com/earthcube-stories

Видео The real life of an Earthcube data scientist канала Preligens