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art

A random collection of creations

cc-ai.github.io

climate-code

Code and scripts from the climate science domain

climategan

Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.

climatepixdatabase

Helper module and script to download images uploaed on ClimatePix database (Firebase))

climatepixweb

React website for crowd sourced collection of natural disaster images.

deeplab-pytorch

PyTorch implementation of DeepLab v2 on COCO-Stuff

deeplabv3

DeeplabV3+ MobileNet pretrained on cityscapes for ground masks

flooddatasets-climatescience

The large scale flooding models, the relevant data sets and studies

floods-backend

Backend API server for the Climate Change AI Floods project

floods-frontend

Frontend user-interface 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

generative_inpainting

Generative Image Inpainting with Contextual Attention https://arxiv.org/abs/1801.07892, demo http://jiahuiyu.com/deepfill

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

maskgenerator_da

MaskGen with ADVENT as DA method

maskrefinement

Scripts to pre/post-process masks

mila-simulated-floods

munit

Multimodal Unsupervised Image-to-Image Translation

pytorch_gan_zoo

A mix of GAN implementations including progressive growing

simdata

About our simulated world, how read depth maps, make segmentation labels match with other datasets, and more

spadegan

Mask-conditioned generation of floods

virtual-climategan

weather_events_poc

Our little internal hackathon!