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SVG Edge Detection with Color Preservation


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I've been experimenting with various models for edge detection in an image.  Everything I've tried reduces the image to grayscale.  How do I perform edge detection with an SVG Sharpen Filter and preserve the image's underlying color? 

Here's a sample of the effect I'm looking for: 

Thank you very much!  

party_kitty.jpg

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