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U-Net(kaggle dstl)

2019-09-19 | |  68 |   0 |   0

kaggle-dstl-satellite-imagery-feature-detection

Scripts for the my 6th place solution with MXNet.
Key features: - Unet-like network architecture with multiple input branches(A, M, P channels) - Adaptive crop sampler, based on the performance of the network on different classes, updated each epoch.

Brief description:
b3_data_iter - data generation, augmentation
utils - wkt polygon rasterization, raster polygonization utils
b3_train - network symbol definition, training loop


上一篇：mx-pointnet

下一篇：Language/dialect identification with multiple character-level CNNs

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