Create an image dataset for AI with Unreal Engine 5
Created by Team Mammoth
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54 lectures
01
Skill level
All levels
02
Sections
12
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Lectures
54
04
Instructor
Team Mammoth
What's inside
This course includes.
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12
Sections
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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 6 lectures Preview
01 Project Preview
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01B What You'll Need - Unreal Machine Learning
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02 What Is Machine Learning
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03 Types Of Machine Learning Models
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04 What Are Computer Vision And Image Segmentation
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00a Source Files
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+ 00b Unreal Introduction 4 lectures
00 What Is Unreal Engine 5
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01 How To Install UE5
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02 How To Debug Unreal
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00b Source Files
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+ 01 Build a New Unreal Project 2 lectures
01 Build A New Unreal Project
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01 Source Files
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+ 02 Build Random Levels Automatically with Procedural Generation 6 lectures
02 Build More Tiles
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03 Build A Blueprint To Randomly Place Tiles
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04 Build A Grid With The Blueprint
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05 Get A Random Tile
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06 Set Each Tile Position And Rotation
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07 Set Each Instance Name
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+ 03 Add Realism to the Procedural Level 3 lectures
01 Add Ground Material To Each Tile
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02 Add Environment Models
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03 Build Flat Materials For Image Segmentation
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+ 04 Build a Blueprint to Enter Segmented View 4 lectures
01 Build Input Action
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02 Build Press And Release Conditions
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03 Build A Materials Data Table
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04 Build A Blueprint To Switch Materials
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+ 05 Screenshot the Game via Blueprint 2 lectures
01 Screenshot The Game Via Blueprint
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02 Make Third Person Character Invisible
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+ 06 Deep Learning Introduction 2 lectures
01 What Is Deep Learning
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06 Source Files
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+ 07 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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07 Source Files
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+ 08 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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08 Source Files
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+ 09 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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03B What Is The Adam Optimizer
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04 Compile Optimizer And Loss
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09 Source Files
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+ 10 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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10 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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