This section explores the different deep and machine learning (ML) techniques applied to common problems in satellite imagery analysis.
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Terrain mapping, Disparity Estimation, Lidar, DEMs & NeRF.Self-supervised, unsupervised & contrastive learning.Image Captioning & Visual Question Answering.Autoencoders, dimensionality reduction, image embeddings & similarity search.
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How to use this repository: if you know exactly what you are looking for (e.g. If this resource is useful to your work please consider sponsoring it with a donation via Github Sponsors You can follow me on Twitter and join the dedicated satellite-image-deep-learning group on LinkedIn. To a lesser extent classical machine learning techniques are listed, as are topics such as cloud computing and model deployment. If you release too many greenhouse gasses into the atmosphere you can trigger acid rain which reduces soil quality, or if an asteroid slams into the planet it will cause a Marsquake that can disrupt your colony’s production.This repository lists resources on the topic of deep learning applied to satellite and aerial imagery. Use the GHG factory to release greenhouse gasses into the atmosphere, the Forestation Plant to boost vegetation production, the Water Pump to fill lake bed, and more.Ĭlimate Calamities - Terraforming a planet can have unexpected consequences. Be careful, these projects will have a lasting impact on the planet and can trigger natural disasters!ħ Terraforming Buildings - Construct seven new buildings that can help you terraform the planet or capitalize on the changes. Special Projects - Take on seven challenging Special Projects like melting the polar caps, capturing ice asteroids, launching a space mirror, and more to begin shifting the Terraforming Parameters. Be sure to monitor your soil quality levels to keep your plants healthy and growing. Low maintenance plants like Lichen can improve the soil quality to help more complex plants grow while Trees produce high seed yields for your colony to harvest. Green Mars - Seed the surface of Mars with various lichen, grass, shrubs, or trees and watch as they begin to turn the Red Planet green. Monitor your progress on a planetary scale with the Planetary Overview UI. Each decision you make while managing your colony can affect the Terraforming Parameters, which include the Atmosphere, Temperature, Water, and Vegetation, and ideally brings them closer to habitable levels. Terraforming - Terraform Mars and make the hostile planet habitable for humanity. Seed the surface of Mars with various lichen, grass, shrubs, or trees and watch as they begin to turn the Red Planet green. Terraform Mars and make the hostile planet habitable for humanity.
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