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README.md
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# Neural Style Transfer Deployment
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### DALI 2024S - Machine Learning Track
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Deployment of the neural style transfer algorithm. Users can input their own style and content images and train the algorithm with their own hyperparameters. If you need a pair of images to expiriment with, I reccomend President.jpg as the content image and SelfPortrait.jpg as the style image. I get good results with 5 epochs, a learning rate of 0.01, a content loss of 1, and a style loss of 0.01.\
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Importantly, this algorithm is running on a CPU so keep training time in mind when setting the number of epochs.
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pinned: false
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---
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# Neural Style Transfer Deployment
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Deployment of the neural style transfer algorithm. Users can input their own style and content images and train the algorithm with their own hyperparameters. If you need a pair of images to expiriment with, I reccomend President.jpg as the content image and SelfPortrait.jpg as the style image. I get good results with 5 epochs, a learning rate of 0.01, a content loss of 1, and a style loss of 0.01.\
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Importantly, this algorithm is running on a CPU so keep training time in mind when setting the number of epochs.
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