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Your Guide to Switching from Technical Art to Synthetic Image Data Generation

Who is a Synthetic Image Data Generation Engineer?

Someone who uses 3D software and programming to generate image datasets that are used to improve the performance of A.I systems like Computer Vision.

Are you looking for a structured beginner-friendly approach to switch careers into synthetic image data generation? Then read on.

DAY 1: Introduction to Synthetic Image Data Generation

Learning Objectives:

1. Understand what Synthetic Image Data Generation is.

2. Learn the use cases and importance of SIDG in fields like robotics, autonomous vehicles, and AI training.

In this series, each article will follow a consistent structure:

Lesson
Practical Exercise (referred to as “Daily Challenge”)

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DAY 2: Role Exploration in SIDG - Learn about roles such as Synthetic Image Data Engineer, Technical Artist, Simulation Engineer and Computer Vision Specialist.

Learning Objectives:

- Understand roles in SIDG: Learn key roles like Synthetic Image Data Engineer, Technical Artist, Simulation Engineer, and Computer Vision Specialist.

- Identify transferable skills: See why Technical Artists fit well into SIDG.

- Recognize key responsibilities: Know what each role contributes to synthetic data creation and use.

- Learn basic computer vision: Understand its importance for Technical Artists.

- Prepare for job readiness: Research job listings and responsibilities to align your skills.

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DAY 3: Key Synthetic Image Data Generation Tools and Software- Blender, Unreal Engine, Unity, Isaac Sim and Python

By the end of today's lesson you should :

know enough about each tool and workflow to decide which one to use in building your portfolio.

These are the lesson objectives. In regards to synthetic image data generation :

Learn how and when to use Blender
Learn how and when to use Unity Engine
Learn how and when to use Unreal Engine
Learn how and when to use Nvidia Isaac Sim.

Let's begin then.

VIEW LESSON

DAY 4: Creating Your First Synthetic Image Dataset with Blender (Day 1)

Under development- COMING OUT SOON

DAY 5: Creating Your First Synthetic Image Dataset with Blender (Day 3)

Under development- COMING OUT SOON

DAY 6: Creating Your First Synthetic Image Dataset with Blender (Day 4)

Under development- COMING OUT SOON

DAY 7: Creating Your First Synthetic Image Dataset with Blender (Day 5)

Under development- COMING OUT SOON

DAY 8: Creating Your First Synthetic Image Dataset with Blender (Day 5)

Under development- COMING OUT SOON

DAY 9: Creating Your Next Synthetic Image Dataset with Unity Perception 1.0 (Day 1)

Under development- COMING OUT SOON

DAY 10: Creating Your Next Synthetic Image Dataset with Unity Perception 1.0 (Day 2)

Under development- COMING OUT SOON

DAY 11: Creating Your Next Synthetic Image Dataset with Unreal Engine (Day 1)

Under development- COMING OUT SOON

(...) : Portfolio Project-1 (Day 1)- Choosing Your Project

Under development- COMING OUT SOON

(...) : Portfolio Project-1 (Day 2)-Reference collection

Under development- COMING OUT SOON

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