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EcoVisionETH
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Our Lab
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Deep Learning
EcoVisionETH
Here we collect stories from our research lab at the frontier of machine learning, computer vision, and remote sensing to solve ecological questions.
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Deep Learning
Yujia Liu
in
EcoVisionETH
Jul 29, 2021
Learning to connect the dots
Reconstruct 3D wireframes from point clouds with PC2WF.
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37
1 response
Nikolai Kalischek
in
EcoVisionETH
Jul 7, 2021
Everyone can be an artist — deep learning for Neural Style Transfer and how to improve it.
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24
Zan Gojcic
in
EcoVisionETH
Mar 31, 2021
Overlap is key to a good point cloud alignment.
Aligning 3D point clouds by deep overlap attention.
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10
Ahmed Nassar
in
EcoVisionETH
Sep 17, 2020
How to Monitor Trees in a City Using Graph Neural Networks?
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80
Andrés Camilo Rodríguez
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EcoVisionETH
Jul 8, 2020
A Deep Learning Model Can See Far Better Than You
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227
3 responses
Mehmet Özgür Türkoğlu
in
EcoVisionETH
May 8, 2020
Deep Multi-layer RNNs That Can Be Trained
Recurrent Neural Networks (RNNs) have established…
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24
Priyanka Chaudhary
in
EcoVisionETH
Feb 13, 2020
Flood Water Level Estimation from Social Media Using Machine Learning
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77
1 response
Nico Lang
in
EcoVisionETH
Aug 14, 2019
Deep learning reconstructs forests in 3D using only satellite images
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50