ANIME is LYFE!!!

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  home page

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  TeleSign Verification

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  Image to Sketch: input

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  Image to Sketch: output

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  Colorize: input

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  Colorize: output

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  Style Art: original

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  Style Art: output

Inspiration

Machine learning is a hot topic. I want to learn more about AI. So I decided to use build an AI-driven app to show off my skill.

What it does

This application has three cool features.

• 1: Image2Sketch: Transform a painting to sketch.
• 2: Colorization: The AI can create its own color style to paint on a sketch.
• 3: StyleArt: Combining the content of one image with the style of another image.

How I built it

Front-End: Swift

Back-End: Node.js, MongoDB, Nodemon, Express, Mongoose, Multer, ShellJS

Machine Learning Models: STYLE2PAINTS 2.1, sketchKeras, neural-style

Challenges I ran into

I have a hard time writing a custom API. The custom API aims to serve as a communication portal between the mobile application and the server. Handling POST/GET request traffic is complicated. Fortunately, stackoverflow is here for me.

Accomplishments that I'm proud of

The project is done. I am very proud of myself.

What I learned

I learned how to build a NodeJS server, use TeleSign API and using Machine Learning models to enhance my mobile application.

What's next for ANIME is LYFE!!!

I will make it open source. You are more than welcome to take a look and fork it.

Built With

• express.js
• keras
• machine-learning
• mongodb
• mongoose
• multer
• neural-style
• node.js
• nodemon
• python
• shelljs
• sketchkeras
• style2paints-2.1
• swift
• tensorflow