The Deep Learning Masterclass - Convert Sketch to Photo
Transforming Sketches into Realistic Photos with Deep Learning
Created by John Bura
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Skill level
All levels
02
Sections
8
03
Lectures
29
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Instructor
John Bura
What's inside
This course includes.
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8
Sections
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29
Lectures
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29
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.
+ Default Lesson 2 lectures
01 Project Preview
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02 What You'll Need
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+ 01 Machine Learning Fundamentals 5 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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Source Files
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+ 02 Data Processing 3 lectures
01 Load Dataset
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02 Process Photos And Sketches
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Source Files
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+ 03a Generative Neural Network Fundamentals 5 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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Source Files
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+ 03b Build Neural Networks to Convert a Sketch to a Photograph 4 lectures
01 Build A Generator
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02 Build A Discriminator
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Source Files
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03 Build A Combined Model
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+ 04a Discriminator Neural Network Fundamentals 2 lectures
01 How Do You Build A Discriminator
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Source Files
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+ 04b Train the Model 5 lectures
01 Performance Of A Machine Learning Algorithm
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02 What Is Error
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03 What Is The Adam Optimizer
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04 Define Loss And Optimizers
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05 Build A Training Epoch
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+ 05 Test the Model 3 lectures
01 Test The Model
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02 How To Improve The Model
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Source Files
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Description
About this course.
**Welcome to the Course: The Deep Learning Masterclass - Convert Sketch to Photo**
Embark on a transformative journey into the realm of deep learning with this specialized masterclass designed to teach you the art of converting sketches into lifelike photographs. Throughout the course, you will delve into the foundations of Python, machine learning, and generative neural networks, equipping you with the skills to bring sketches to life with the power of deep learning.
Throughout the course, you will not only gain theoretical knowledge but also engage in hands-on projects that empower you to convert sketches into realistic photographs using deep learning techniques. By the end of this masterclass, you will possess the skills and confidence to harness the power of deep learning for creative endeavors, transforming sketches into vibrant, lifelike images.
Join us on this transformative journey into the world of The Deep Learning Masterclass - Convert Sketch to Photo, and unlock the potential to bring your artistic visions to reality through the fusion of technology and creativity.
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.
Ready to start building?
Transforming Sketches into Realistic Photos with Deep Learning