From Sketch to Reality - Deep Learning Secrets for Stunning Photo Transformations
Created by John Bura
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Skill level
All levels
02
Sections
7
03
Lectures
18
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Instructor
John Bura
What's inside
This course includes.
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7
Sections
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18
Lectures
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18
Resources
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ 00a Course Overview 2 lectures
01 Project Preview
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02 What You'll Need
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+ 01 Machine Learning Fundamentals 4 lectures
01 What Is Machine Learning
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02 What Is Deep Learning
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03 What Is A Neural Network
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04 What Is Unsupervised Learning
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+ 02 Data Processing 2 lectures
01 Load Dataset
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02 Process Photos And Sketches
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+ 03a Generative Neural Network Fundamentals 4 lectures
01 What Is A Generative Neural Network
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02 What Is A Convolutional Neural Network
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03 How To Build A Convolutional Neural Network
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04 How Do You Build A Generator
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+ 03b Build Neural Networks to Convert a Sketch to a Photograph 3 lectures
01 Build A Generator
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02 Build A Discriminator
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03 Build A Combined Model
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+ 04a Discriminator Neural Network Fundamentals 1 lecture
01 How Do You Build A Discriminator
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+ 05 Test the Model 2 lectures
01 Test The Model
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02 How To Improve The Model
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Instructors
Taught by people who ship.
John Bura
Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.
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