CODEWITHSUNDEEP
swiftpytorchmlmodelstyle-transfer
Artem
Artem

Reputation: 397

MLModel style transfer prediction. Scale effect(brushstrokes)

I have style transfer model which is trained by pytorch and converted by onnx to mlmodel. The style-image was 1500x2000. By using coremltools I set two sizes: 256x256 and 1500x2000. Now I can pass two image sizes to prediction process. Here are results: enter image description here

On the left side it is 1500x2000 image, and on the right side is 256x256 (scaled up after processing) Is it possible to pass big image but have bigger size of brushstrokes as you can see on image on the right? So I want to keep image size and quality (1500x2000) but change the size of style(brushstrokes). Or it is not possible and it is totally depend of image-style size I was using to train model.

Upvotes: 1

Views: 89

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