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EcoVisionETH
Machine Learning for ecological purposes
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Learning to connect the dots…
Learning to connect the dots…
Reconstruct 3D wireframes from point clouds with PC2WF.
Yujia Liu
Jul 29, 2021
Everyone can be an artist — deep learning for Neural Style Transfer and how to improve it.
Everyone can be an artist — deep learning for Neural Style Transfer and how to improve it.
Have you ever imagened seeing the world through the eyes of Vincent Van Gogh, Pablo Picasso or Wassily Kandinsky — a world full of strokes…
Nikolai Kalischek
Jul 7, 2021
Overlap is key to a good point cloud alignment.
Overlap is key to a good point cloud alignment.
Aligning 3D point clouds by deep overlap attention.
Zan Gojcic
Mar 31, 2021
How to Monitor Trees in a City Using Graph Neural Networks?
How to Monitor Trees in a City Using Graph Neural Networks?
To aid tree health monitoring, we use Graph Neural Networks to geo-localise trees in urban settings in an automated and efficient way.
Ahmed Nassar
Sep 17, 2020
Towards Large-Scale Tree Mortality Studies in Cities with Deep Learning & Street View Images
Towards Large-Scale Tree Mortality Studies in Cities with Deep Learning & Street View Images
Most of the existing old databases have one crucial deficiency: the tree locations are recorded as street addresses instead of geographic…
Daniel Laumer
Aug 6, 2020
A Deep Learning Model Can See Far Better Than You
A Deep Learning Model Can See Far Better Than You
Counting objects at a sub-pixel scale
Andrés Camilo Rodríguez
Jul 8, 2020
Automating Tree Health Monitoring from Images with Machine Learning
Automating Tree Health Monitoring from Images with Machine Learning
Trees seem to be the superheroes of the climate crisis. Forests provide a vast array of ecosystem services, store large amounts of carbon…
Jan Dirk Wegner
Jun 10, 2020
Deep Multi-layer RNNs That Can Be Trained
Deep Multi-layer RNNs That Can Be Trained
Recurrent Neural Networks (RNNs) have established themselves as a powerful tool for modeling sequential data. They have led to significant…
Mehmet Özgür Türkoğlu
May 8, 2020
Flood Water Level Estimation from Social Media Images using Machine Learning
Flood Water Level Estimation from Social Media Images using Machine Learning
Our deep learning approach predicts flood levels from social media images based on known object sizes allowing real-time actions.
Priyanka Chaudhary
Feb 13, 2020
Guided Super-Resolution as Pixel-to-Pixel Transformation
Guided Super-Resolution as Pixel-to-Pixel Transformation
What is Guided Super-Resolution?
Riccardo de Lutio
Jan 10, 2020
Deep learning reconstructs forests in 3D using only satellite images
Deep learning reconstructs forests in 3D using only satellite images
The golden era of satellite data fits perfectly with the recent advances in deep learning. This post presents our data-driven approach to…
Nico Lang
Aug 14, 2019
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