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@cc-ai Visualizing the Impact of Climate Change

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    25 repositories

    • floods-gans

      Public
      Using GANs to simulate how a house would look like, had it suffered from a flood
      Jupyter Notebook
      •
      Apache License 2.0
      •4•7•3•2•Updated Apr 3, 2024Apr 3, 2024

    • climategan

      Public
      Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.
      computer-visiongenerative-adversarial-networkclimate-changedomain-adaptationdeep-learningpytorch
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •18•76•1•5•Updated Feb 16, 2023Feb 16, 2023

    • floods-frontend

      Public
      Frontend user-interface for the Climate Change AI Floods project
      JavaScript
      •3•2•3•26•Updated Jan 4, 2023Jan 4, 2023

    • SpadeGAN

      Public
      Mask-conditioned generation of floods
      Python
      •
      Other
      •1•2•0•19•Updated Dec 8, 2022Dec 8, 2022

    • MUNIT

      Public
      Multimodal Unsupervised Image-to-Image Translation
      Python
      •
      Other
      •2•5•9•17•Updated Dec 8, 2022Dec 8, 2022

    • floods-backend

      Public
      Backend API server for the Climate Change AI Floods project
      Python
      •
      Apache License 2.0
      •6•5•3•7•Updated Dec 8, 2022Dec 8, 2022

    • mila-simulated-floods

      Public
      Python
      •0•19•0•0•Updated May 10, 2022May 10, 2022

    • art

      Public
      A random collection of creations
      ganart
      MIT License
      •0•0•0•0•Updated Apr 29, 2021Apr 29, 2021

    • virtual-climategan

      Public
      0•1•0•0•Updated Mar 16, 2021Mar 16, 2021

    • ClimatePixWeb

      Public
      React website for crowd sourced collection of natural disaster images.
      JavaScript
      •
      Apache License 2.0
      •3•2•4•1•Updated Jan 5, 2021Jan 5, 2021

    • weather_events_poc

      Public
      Our little internal hackathon!
      Python
      •
      GNU Lesser General Public License v2.1
      •0•0•0•0•Updated Nov 20, 2020Nov 20, 2020

    • kdb

      Public
      AI can help Visualizing the Impacts of Climate Change. This is an open forum to share our work
      artificial-intelligencegenerative-adversarial-networkclimate-dataclimate-scienceclimate-changebehavioral-sciences
      Python
      •
      Apache License 2.0
      •3•19•32•0•Updated Jun 3, 2020Jun 3, 2020

    • FloodDatasets-ClimateScience

      Public
      The large scale flooding models, the relevant data sets and studies
      Python
      •1•1•0•0•Updated May 29, 2020May 29, 2020

    • MaskGenerator_DA

      Public
      MaskGen with ADVENT as DA method
      Python
      •
      Other
      •1•0•0•0•Updated May 27, 2020May 27, 2020

    • SimData

      Public
      About our simulated world, how read depth maps, make segmentation labels match with other datasets, and more
      Python
      •
      GNU Lesser General Public License v3.0
      •1•1•0•0•Updated May 22, 2020May 22, 2020

    • MaskGenerator

      Public
      End-to-end trainable mask generation
      Python
      •
      GNU General Public License v3.0
      •2•2•0•0•Updated May 19, 2020May 19, 2020

    • MaskRefinement

      Public
      Scripts to pre/post-process masks
      Python
      •
      Other
      •1•0•0•1•Updated Apr 24, 2020Apr 24, 2020

    • Deeplabv3

      Public
      DeeplabV3+ MobileNet pretrained on cityscapes for ground masks
      Python
      •
      MIT License
      •3•10•0•0•Updated Apr 23, 2020Apr 23, 2020

    • height_estimation

      Public
      Estimate objects' heights in Street View images
      Jupyter Notebook
      •
      GNU Lesser General Public License v3.0
      •2•4•2•0•Updated Feb 10, 2020Feb 10, 2020

    • pytorch_GAN_zoo

      Public
      A mix of GAN implementations including progressive growing
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •271•0•0•0•Updated Nov 1, 2019Nov 1, 2019

    • climate-code

      Public
      Code and scripts from the climate science domain
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Oct 21, 2019Oct 21, 2019

    • climatePixDatabase

      Public
      Helper module and script to download images uploaed on ClimatePix database (Firebase))
      Python
      •2•1•0•0•Updated Sep 12, 2019Sep 12, 2019

    • generative_inpainting

      Public
      Generative Image Inpainting with Contextual Attention https://arxiv.org/abs/1801.07892, demo http://jiahuiyu.com/deepfill
      Python
      •
      Other
      •788•0•0•0•Updated Jul 22, 2019Jul 22, 2019

    • deeplab-pytorch

      Public
      PyTorch implementation of DeepLab v2 on COCO-Stuff
      Python
      •
      MIT License
      •282•0•0•0•Updated Jul 18, 2019Jul 18, 2019

    • cc-ai.github.io

      Public
      HTML
      •
      MIT License
      •0•0•0•0•Updated May 17, 2019May 17, 2019