Objective
This project is to extract Content Targets and Style Targets, and to search for an optimal input image that produces similar response as the content and style targets.
Extract Content Target and Style Target
Calculate Loss and Gradients
Results
| Content Image | Style Image | Transferred Result |
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Different Number of Iterations
Different Combinations of Style Targets
Efficiency
Mainly related to the size of content image, the number of iterations, and the layers in style targets. For 640 x 427 content images, it took around 1000s for 32 iterations, and around 3hr for 512 iterations. With only one layer in style target, it took around 400s for 32 iterations.