This software is a modification of Visualizer from Spacenet competition for road extraction. I made it work for DeepGlobe dataset also.
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Mar 20, 2021 - Java
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spacenet
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This repository provides an implementation of Vec2Instance over the SpaceNet challenge AOI 2 (Vegas) building footprint dataset. Vec2Instance provides a framework for parametrization of instances, allowing convolutional neural networks to efficiently estimate the complex shapes of instances around their centroids.
deep-learning instance-segmentation satellite-images parameterization spacenet building-footprints instance-mask
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Oct 7, 2020 - Jupyter Notebook
Road detection in satellite imagery using fully convolutional neural networks.
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Mar 27, 2019 - Python
Applying CNNs, Decoders, and Transfer Learning to distinguish the MRIs of heavy cannabis users vs. controls
decoder neuroscience cnn cannabis stanford transfer-learning mri-images brain nilearn svm-classifier spacenet monai
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Nov 19, 2020 - TeX
5th-place solution for SpaceNet-8: Flood Detection Challenge Using Multiclass Segmentation
competition pytorch satellite-imagery semantic-segmentation deep-learing spacenet spacenet-challenges spacenet-dataset
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Oct 29, 2024 - Python
Group Project for USTH Deep Learning Course 2023, using Faster R-CNN with pretrained model weight (gone wrong)
python machine-learning deep-learning neural-network neural-networks reports convolutional-neural-networks pretrained-weights coco-dataset spacenet spacenet-dataset building-detection usth
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Sep 11, 2023 - Python
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