/Airbus-Ship-Detection-Challenge-2018_8th_place_solution

Kaggle Airbus Ship Detection Challenge 2018 8th place code

Primary LanguagePython

Kaggle Airbus Ship Detection Challenge 2018 8th place code

This is the source code for my part of the 8th place solution to the Kaggle Airbus Ship Detection Challenge hosted by Kaggle.com.

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Recent Update

2018.11.15: dirty code, to be update

2018.11.15: We achieved the 8th place on Kaggle Airbus Ship Detection Challenge.

Dependencies

  • opencv-python==3.4.2
  • torch==0.3.1
  • torchvision==0.2.1

Solution Development

Single model design

1.unet

2.unet with deepsupervision

3.mask rcnn

Model ensemble performace

Post processing

Reference