(Англ.) Earthcube для обнаружения транспортных средств на спутниковых снимках

Earthcube’s Recipe for Vehicle Detection -- Data selection, training, architecture... Dive into the process of designing a deep learning model and get new advices with this handy guide, to develop a powerful vehicle detector on satellite images! -- CREDIT Speaker - Julie Imbert Script - Julie Imbert & Ségolène Husson With the participation of the Earthcube team Filmmaker, editing & motion design - Julien Mascheroni ILLUSTRATIONS Earthcube Proprietary Detections Satellite Images fMoW dataset, Functional Map of the World, CVPR, Gordon Christie, Neil Fendley, James Wilson, and Ryan Mukherjee, 2018 Maxar Illustrations from Articles 5:44 Olaf Ronneberger, Philipp Fischer, Thomas Brox, U-Net: Convolutional Networks for Biomedical Image Segmentation, 2015, arXiv, 6:19 Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun, Deep Residual Learning for Image Recognition, 2015, arXiv, 6:25 Abhijit Guha