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Carvana Image Masking Challenge using Deeplabv3+

Repo is forked from pytorch-deeplab-xception, then modified for the Kaggle challenge.

Pytorch 1.5 + CUDA10.2 on Windows 10 with RTX 2070. (Windows 10 preservses 2G GPU memory for system use so that I only have 6G available GPU memory. Recommend Linux.)

Got 0.99592 with ensembling 2 models.

Acknowledgement

kaggle-carvana

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DeepLab v3+ on Carvana Image Masking Challenge

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