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Architecture: Resnet-18 with two modifications.

  1. 1 channel Conv2D as the first layer.
  2. 2-way output on FC layer.

Training procedure:

  1. Pre-trained in ImageNet.
  2. Further training on FashionMNIST.
  3. Final training on the task of predicting if Fashion-MNIST images are flipped vertically or not.
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