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README.md
README.md
 
 
baseline_segformer_unet_base_no_augs.py
baseline_segformer_unet_base_no_augs.py
 
 
baseline_smp_mit_b4_unet_base_no_augs.py
baseline_smp_mit_b4_unet_base_no_augs.py
 
 
baseline_smp_second_unet_base_no_augs.py
baseline_smp_second_unet_base_no_augs.py
 
 
baseline_smp_unet.py
baseline_smp_unet.py
 
 
baseline_smp_unet_base.py
baseline_smp_unet_base.py
 
 
baseline_smp_unet_base_full_augs.py
baseline_smp_unet_base_full_augs.py
 
 
baseline_smp_unet_reworked.py
baseline_smp_unet_reworked.py
 
 
decrease_train_size.py
decrease_train_size.py
 
 
denoising_classification_efficientnet.py
denoising_classification_efficientnet.py
 
 
denoising_ths.ipynb
denoising_ths.ipynb
 
 
eda.ipynb
eda.ipynb
 
 
find_duplicates.py
find_duplicates.py
 
 
huggingface_segformer_softmas.py
huggingface_segformer_softmas.py
 
 
mmseg_swin_s_softmask.py
mmseg_swin_s_softmask.py
 
 
smp_unet_plusplus_deepdecoder_efficientnet_b5_256.py
smp_unet_plusplus_deepdecoder_efficientnet_b5_256.py
 
 
smp_unetplusplus_softmask_effb5.py
smp_unetplusplus_softmask_effb5.py
 
 
smp_unetplusplus_softmask_effb5_deeplabv3plus.py
smp_unetplusplus_softmask_effb5_deeplabv3plus.py
 
 
smp_unetplusplus_softmask_effb5_duplicates.py
smp_unetplusplus_softmask_effb5_duplicates.py
 
 
smp_unetplusplus_softmask_effb7_load_from_chpt.py
smp_unetplusplus_softmask_effb7_load_from_chpt.py
 
 
smp_unetplusplus_softmask_effb7_load_from_chpt_clean_datase.py
smp_unetplusplus_softmask_effb7_load_from_chpt_clean_datase.py
 
 
smp_validate_models.py
smp_validate_models.py
 
 
test.ipynb
test.ipynb
 
 

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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

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