Visualizing the Impact of Climate Change
Using AI to help people better understand, realize, and feel what Climate Change could be like.
Montreal, Quebec
Pinned Repositories
climategan
Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.
Deeplabv3
DeeplabV3+ MobileNet pretrained on cityscapes for ground masks
floods-backend
Backend API server for the Climate Change AI Floods project
floods-gans
Using GANs to simulate how a house would look like, had it suffered from a flood
height_estimation
Estimate objects' heights in Street View images
kdb
AI can help Visualizing the Impacts of Climate Change. This is an open forum to share our work
MaskGenerator
End-to-end trainable mask generation
mila-simulated-floods
MUNIT
Multimodal Unsupervised Image-to-Image Translation
SpadeGAN
Mask-conditioned generation of floods
Visualizing the Impact of Climate Change's Repositories
cc-ai/climategan
Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.
cc-ai/kdb
AI can help Visualizing the Impacts of Climate Change. This is an open forum to share our work
cc-ai/mila-simulated-floods
cc-ai/Deeplabv3
DeeplabV3+ MobileNet pretrained on cityscapes for ground masks
cc-ai/floods-gans
Using GANs to simulate how a house would look like, had it suffered from a flood
cc-ai/floods-backend
Backend API server for the Climate Change AI Floods project
cc-ai/MUNIT
Multimodal Unsupervised Image-to-Image Translation
cc-ai/height_estimation
Estimate objects' heights in Street View images
cc-ai/ClimatePixWeb
React website for crowd sourced collection of natural disaster images.
cc-ai/floods-frontend
Frontend user-interface for the Climate Change AI Floods project
cc-ai/MaskGenerator
End-to-end trainable mask generation
cc-ai/SpadeGAN
Mask-conditioned generation of floods
cc-ai/climatePixDatabase
Helper module and script to download images uploaed on ClimatePix database (Firebase))
cc-ai/FloodDatasets-ClimateScience
The large scale flooding models, the relevant data sets and studies
cc-ai/SimData
About our simulated world, how read depth maps, make segmentation labels match with other datasets, and more
cc-ai/virtual-climategan
cc-ai/art
A random collection of creations
cc-ai/cc-ai.github.io
cc-ai/climate-code
Code and scripts from the climate science domain
cc-ai/deeplab-pytorch
PyTorch implementation of DeepLab v2 on COCO-Stuff
cc-ai/generative_inpainting
Generative Image Inpainting with Contextual Attention https://arxiv.org/abs/1801.07892, demo http://jiahuiyu.com/deepfill
cc-ai/MaskGenerator_DA
MaskGen with ADVENT as DA method
cc-ai/MaskRefinement
Scripts to pre/post-process masks
cc-ai/pytorch_GAN_zoo
A mix of GAN implementations including progressive growing
cc-ai/weather_events_poc
Our little internal hackathon!