Based on materials from official course page, repository and playlist with lectures Stanford University CS231n, Spring 2017.
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Achieved 0.791 validation and 0.786 test accuracy in the second assignment.
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Used TensorFlow as a framework of choice (mostly due to too old GPU for PyTorch).
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In style transfer task decreased size of style image due to lack of a memory. It doesn't affect results.
Video card: NVIDIA GeForce GTX680 (3Gb VRAM)
Driver version: 410.79
CUDA version: 9.0.176