Replaced simple Decoder with Hierarchical Decoder
9 research groups + our team.
4 evenings. 1st place.
(Paper in preparation)
11 research groups + our team
8 evenings. 1st place.
(2 papers in preparation)
UNet with random weight initialization
UNet with pre-trained VGG11 encoder
Binary cross entropy
Winning code: https://github.com/asanakoy/kaggle_carvana_segmentation
Weights for UNet11 trained on Carvana: https://github.com/ternaus/TernausNet