# 9th place solution

Hi Everyone,
Ending final validation, I share my solution.
I use 3 band images and SWIR images.
Main approach is Deep Learning based on SegNet (for class 1~6, 8~10).
I also use V.Osin's kaggle script (for class 7).
Code:
[https://github.com/toshi-k/kaggle-satellite-imagery-feature-detection](https://github.com/toshi-k/kaggle-satellite-imagery-feature-detection)
![conceptual diagram](assets/cfb5b81c46cc15c2b3b4ffc6.png)