EfficientNet-Unet structure

eff_unet-2 2

Result prediction

【GroundTruth】

20200223_000344

【My Prediction】

20200223_000725

Its logic and details are written my blog.

https://trafalbad.hatenadiary.jp/entry/2020/02/23/094850

Requirements for FPA and hypercolumn

FPA

・Image size are more than 256

・Amount of calculation increase

HyperColumn

If you use multi input, using convolution layers output which are contrast position in model often get better practice.

Hypercolumn about better practice should be refered to Convolutional hypercolumns in Python