A Method for Extracting Building Information from Remote Sensing Images Based on Deep Learning

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Name</td><td class="align_center">Related configuration</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">CPU</td><td class="align_center">Intel(R) Xeon(R) CPU 6258R × 2</td></tr><tr><td class="align_left">RAM</td><td class="align_center">DDR4 2400 MHz 256 GB</td></tr><tr><td class="align_left">Acceleration library</td><td class="align_center">CUDA11.1, cudnn8.0.4</td></tr><tr><td class="align_left">GPU</td><td class="align_center">RTX3090 × 4</td></tr><tr><td class="align_left">Operating system</td><td class="align_center">Ubuntu 16.04</td></tr><tr><td class="align_left">Processing software</td><td class="align_center">Python 3.7, PIL, OpenCV</td></tr><tr><td class="align_left">Framework</td><td class="align_center">Pytorch 1.7.0</td></tr><tr><td class="align_left">Python version</td><td class="align_center">3.7</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Computational Intelligence and Neuroscience

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Table 1

Table 1: A Method for Extracting Building Information from Remote Sensing Images Based on Deep Learning 