Learn how to build a Scalable Deep Learning Mobile Application using Flutter & Python step-by-step!

What you will learn

Build an App that takes a Sketch of a Human and Generates a Realistic Image!

State-of-the-Art Artificial Intelligence Mobile Application.

Creating your own API to interact with our Python Model.

Build a State-of-the-Art GAN and implement in Flutter App.

Learn the skills & tools to develop any scalable Machine Learning / A.I. ideas on a mobile phone.

Learn the skills & tools to build the next Million Dollar A.I. startup!

Learn the Almighty & Powerful Pix2Pix Algorithm!

Description

Do you want to learn how to build a current State of the Art Deep Learning mobile app?

In this course you will learn how to build a Flutter Drawing Application, build a Generative Adverserial Neural Network in Python using Google Colab, building a REST API in Python to make requests to our generator for new sketch images, and generating our images immediately!

After completing this course you will be able to:

  • Learn the tools and skills to develop any scalable Machine Learning / A.I. ideas on a mobile phone.
  • Understanding how the Pix2Pix Algorithm is implemented and what it is.
  • Building a REST API in Python using Flask.
  • Generate Humans or anything you have an idea for.
  • Build an A.I. Flutter Application.

This course is for you if …

  • You’re passionate about Deep Learning/AI or Mobile Development and want to expand your knowledge.
  • You enjoy applying cutting-edge algorithms to practical cases.
  • Want to learn State-of-the-Art Deep Learning algorithms and how you can use them on a mobile device!

Course prerequisites:

  • Flutter Knowledge
  • Python Knowledge
  • Love learning about applying cutting-edge algorithms to practical cases!

Our Promise

Teaching our students is my job and I am committed to it. If you have any questions about the course content or anything related to any topic, you can always post a question in the course or send me a direct message.

English

Language

Content

Introduction

Introduction

Human Generator App

Introduction & Setting up the Project

Importing Project Dependencies

Setting up the Splashscreen


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Setting up Home – Part 1

Setting up Home – Part 2

Creating Drawing Functionality – Part 1

Creating Drawing Functionality – Part 2

Implementing Drawing Functionality

Finishing Drawing Functionality

Delete Drawing Button

Understanding Pix2Pix Algorithm

Build Human Generator Neural Network in Python

Dataset & Google Colab Download Links

Saving and Testing our Model

Building the API – Part 1

Building the API – Part 2

Connecting to our API from Flutter Application – Part 1

Connecting to our API from Flutter Application – Part 2

Connecting to our API from Flutter Application – Part 3

Fully Trained Generator

Displaying our Generated Human

Final Touches – Generating Humans! 🙂