Style Art library process images using COREML with a set of pre trained machine learning models and convert them to Art style.

Related tags

Image ios machine-learning neural-network image-processing coreml prisma
Overview

StyleArt

Style Art is a library that process images using COREML with a set of pre trained machine learning models and convert them to Art style.

Preview

Installation

Compatibility

  • iOS 11.0+

  • Xcode 9.0+, Swift 4+

Manual installation

Download and drop the 'StyleArt' folder into your Xcode project.

Usage

 StyleArt.shared.process(image: imageView.image, style: .Candy) { (result) in
            
  }

Sytles Available

enum ArtStyle{
    
    case Mosaic
    case scream
    case Muse
    case Udanie
    case Candy
    case Feathers
}

More usage info can found on the example project.

Credits

jcjohnson https://github.com/jcjohnson/neural-style

Author

iLeaf Solutions http://www.ileafsolutions.com

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Comments
  • Doesn't work with non-square images

    Doesn't work with non-square images

    When I try to convert some image with different image size (let's say h=720, w=540), it automatically converts the entire image's dimension to a square.

    Original Image

    IMG_3199

    Edited Image

    image

    opened by krishnilbhojani 0
  • CoreML conversion workflow

    CoreML conversion workflow

    Hi, first of all great work! :) congrats. :)

    can U tell me some info about the model conversion and optimization workflow from pb to CoreML please? Ur CoreML model have only ~57 operators, and my training pb has about 847. and when i try to quantized still has about 274, and i can not convert the quantized to CoreML at all. :(

    thx very much.

    opened by Boca007 0
  • Force close when process

    Force close when process

    I using your library, when process app crash:

    • Message from debugger: Terminated due to memory issue

    My code: StyleArt.shared.process(image: image, style: .Candy) { (result) in self.imgv.image = result }

    opened by tamnv110 0
Owner
iLeaf Solutions Pvt. Ltd.
iLeaf Solutions Pvt. Ltd.
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