Watch me Build a Retail Startup

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• How do I leverage AI?
  • Watch me Build a Marketing Startup | Siraj Raval
  • Watch me Build a Healthcare Startup | Siraj Raval
  • Watch me Build a Finance Startup | Siraj Raval
  • Watch me Build a Trading Bot | Siraj Raval
  • Watch me Build a Cybersecurity Startup | Siraj Raval

SmartSneaks

I've built a demo app called SmartSneaks that lets a user convert a song or image into a generated shoe design! This is an example of how AI can be used to transform retail by giving users a more personalized experience. The tools I used to build this are the Flutter framework for mobile development and the Flask framework for web development. There are 3 learning objectives in this video including how to build a deep learning API for your mobile app, how to generate images with a generative adversarial network, and how to calculate image similarity with OpenCV. Build a Retail Startup | Siraj Raval - GitHub

Jupyter Notebook for project

• Flutter is Google’s portable UI toolkit for building natively-compiled applications for mobile, web, and desktop from a single codebase.
  • Flutter Widget catalog
  • Making a Flutter plugin
• Dart is a client-optimized language for fast apps on any platform
  • Dart Packages caTalog
  • flutter text to speech search results ...flutter_tts 0.2.6 page
• Firebase | Google's service & mobile development platform
• Payments
  • Stripe online payments
  • RazorPay accept, process and disburse digital payments for businesses in India
  • Paypal the PayPal REST SDK provides Python APIs to create, process and manage payment.
• Spotify
  • Spotipy! a lightweight Python library for the Spotify Web API. With Spotipy you get full access to all of the music data provided by the Spotify platform.
  • Spotify.py a primarily, asyncronous library (everything down to the HTTP client is asyncio friendly).
• TensorFlow 2.0 (with Keras)
• OpenCV Open Computer Vision - work with images and/or videos and wish to add a variety of classical and state-of-the-art vision algorithms to their toolbox.
• Flask microframework for Python

Check out this post on how to create your own Generative Adversarial Network (GAN) API with TensorFlow and Flask. Deploy it to Heroku and call it from Flutter.