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Archive: U-net

May 4, 2022
Urban Change Detection Using Sentinel-1 and Sentinel-2 Data
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change-detection u-net sentinel-1 sentinel-2 training-data
Check here for a dual stream U-Net architecture method for urban change detection using Sentinel-1 and Sentinel-2 data fusion.
September 29, 2022
Semantic Segmentation of Aerial Imagery Using U-Net in Python
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semantic-segmentation imagery u-net python deep-learning tutorials
This article aims to demonstrate how to semantically segment aerial imagery using a U-Net model defined in TensorFlow.
October 11, 2022
Segmentation Gym: Train Deep Learning Models for Geoscientific Image Segmentation
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semantic-segmentation deep-learning u-net
The Gym is a toolbox to segment imagery with a variety of a family of UNet models, facilitating fully reproducible label-to-model workflows.