DSTL Satellite Imagery Feature Detection

Final rank: 101 as noob_team_3000

Nikola Jovičić · Blog jovicicnikola.com · Github @nikola-j

Dušan Josipović · Blog dulex123.github.io · GitHub @dulex123 · Twitter @josipovicd

Architecture

U-net, an autoencoder with skip connections, a go-to model for any segmentation task.

Based on the excellent kernel by n01z3

Name		Name	Last commit message	Last commit date
Latest commit History 84 Commits
data		data
inputs		inputs
msk		msk
subm		subm
views		views
weights		weights
.gitignore		.gitignore
README.md		README.md
config.py		config.py
predict_and_submit.py		predict_and_submit.py
preprocess_data.py		preprocess_data.py
test-on-train.py		test-on-train.py
test.py		test.py
train_model.py		train_model.py
unet.png		unet.png
utils.py		utils.py