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Google Research : Identify Contrails to Reduce Global Warming

This repository contains code for Google Research: Identify Contrails to Reduce Global Warming kaggle competition.

Kaggle competition - https://www.kaggle.com/competitions/google-research-identify-contrails-reduce-global-warming

My results

I recieved silver medal.

Alt text

Architectures

  • EfficientNetb7 + UnetPlusPlus
  • EfficientNetb7 + Manet
  • EfficientNetb8 + UnetPlusPlus

TTA

  • rotate 90
  • rotate 180
  • rotate 270
  • Hflip
  • Vflip