Virtualrobe

<img src="https://drive.google.com/file/d/1nMB6u0kaRyKBd5QLwVhHK-ZfhQoTQOOg/view?usp=drive_link"/> A Fashion AI app that styles and suggest outfits to wear with clothes in your actual wardrobe. Sign up now to join the list of beta tester: <a href="http://virtualrobe.com">SIGN UP NOW</a>

Features

<ul> <li>AI fashion stylist: Automatically suggest outfits to wear from items in your actual wardrobe</li> <li>Newsfeed : View the latest trending outfits created on the platform </li> <li>Virtual wardrobe: Allows users to upload 2d images of their clothes, shoes and fashion accesories</li> <li>Wardrobe/Closet mangement system: Helps to organize your warobe items and also come with a virtual laundry basket</li> <li>In-app messaging and search engine</li> <li>Push notification: For auto-reminder</li> </ul>

Additional features

Note: Not yet added

<ul> <li> Virtual Shopping mall: This serves has in app shopping service/E-commerce</li> <li> 3D image uploading engine: To upload wardrobe items in 3D</li> <li> Payment system: Planning to integrate with stripe </li> <li> Shipping and delivery service: Planning to integrate with Shippo </li> </ul>

Development Stack

<ul> <li> Operating system: Android </li> <li> Development environment: Android studio </li> <li> Machine learning software: Tensorflow </li> <li> Midware and Api : Firebase cloud functions <ul> <li> Language used for functions: Javascript and Typescript </li> </ul> </li> <li>Storage: Inititally used amazon S3, currently migrated to Firebase storage </li> <li>Database: Firebase Firestore </li> </ul>

Read more & References

My white paper on Virtualrobe and also white papers on using Generative Adversarial Networks for fashion

<ul> <li> Virtualrobe White Paper by Seun kola: http://www.ijaist.com/wp-content/plugins/download-attachments/includes/download.php?id=3772 </li> <li>https://www.technologyreview.com/s/609469/this-ai-learns-your-fashion-sense-and-invents-your-next-outfit/</li> <li>https://www.cs.toronto.edu/~urtasun/publications/zhu_etal_iccv17.pdf</li> <li>http://on-demand.gputechconf.com/gtc/2018/presentation/s8776-gan-fashion-photo-shoot-garment-to-model-images-using-conditional-gans.pdf</li> <ul>