Build an Image Segmentation Deep Learning Model with Python from Unreal Engine 5 Generated Images
Created by Team Mammoth
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Skill level
All levels
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Sections
9
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Lectures
52
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Instructor
Team Mammoth
What's inside
This course includes.
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9
Sections
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52
Lectures
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73
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.
+ Course Overview 1 lecture
01 What Are Computer Vision And Image Segmentation
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+ Deep Learning Introduction 2 lectures
01 What Is Deep Learning
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02 Source Files
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+ Neural Networks Introduction 6 lectures
01 What Is A Neural Network
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02 What Is Supervised Learning
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03 How Does A Machine Learning Agent Learn
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04 How To Prepare Data
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05 Performance Of A Machine Learning Algorithm
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03 Source Files
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+ Prepare Data For Image Segmentation 7 lectures
01 Load Data For Image Segmentation
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02 Normalize Images
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03 Load Training Images
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04 Load Testing Images
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05 Prepare Data For Image Segmentation
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06 Visualize Images And Masks
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04 Source Files
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+ Build A Neural Network For Image Segmentation 6 lectures
01 How Do You Build A Neural Network For Image Segmentation
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02 Set Up A Neural Network
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03 Build Neural Network Layers
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04 Compile Optimizer And Loss
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03B What Is The Adam Optimizer
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05 Source Files
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+ Train And Test Image Segmentation 6 lectures
01 Build A Mask
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02 Visualize Model Progress
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03 Visualize Model Results
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04 Plot Model Accuracy
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05 Test The Neural Network
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06 Source Files
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Instructors
Taught by people who ship.
Team Mammoth
Instructor
Produced by a team of Mammoth Club industry experts. Over 14 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.
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