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!
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!
- Flutter Knowledge
- Python Knowledge
- Love learning about applying cutting-edge algorithms to practical cases!
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.
Human Generator App
Introduction & Setting up the Project
Importing Project Dependencies
Setting up the Splashscreen
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! 🙂