Architecture: Resnet-18 with two modifications.
- 1 channel Conv2D as the first layer.
- 2-way output on FC layer.
- Pre-trained in ImageNet.
- Further training on FashionMNIST.
- Final training on the task of predicting if Fashion-MNIST images are flipped vertically or not.
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