Simple Image Generation with Open Source Stable Diffusion

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John Bura,Mammoth Interactive

46:23

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1. 00 What are diffusion models

1.1 Source files.zip

1. 01 What are diffusion models.mp4

08:31

2. 02 What is the diffusers library.mp4

08:31

3. 03 What is stable diffusion.mp4

03:03

2. 01 Image generation with Stable Diffusion Python

1. 01 Load Stable Diffusion model in Colab.mp4

07:48

3. 02 Image to image translation with Stable Diffusion Python

1.1 Image translation files.zip

1. 01 Load pretrained image translation model.mp4

02:59

2. 02 Preprocess original image for translation with Python.mp4

04:26

3. 03 Generate image variant with prompt.mp4

03:45

4. 03 Inpainting with Stable Diffusion Python

1.1 Inpainting files.zip

1. 01 Load images for inpainting.mp4

02:38

2. 02 Generate inpainted image with prompt.mp4

04:42

3. Bonus Lecture.html

Description

Unlocking Creativity: Image Generation with Stable Diffusion Python

What You'll Learn?

Explore diffusion models and their application in image generation in "Simple Image Generation Using the Open Source Stable Diffusion."
Gain insights into the principles and techniques behind diffusion models for creating high-quality images.
Discover practical applications through hands-on exercises, starting with generating images from scratch in Module 01.
Master image-to-image translation techniques in Module 02, transforming images across different domains with Stable Diffusion Python.
Learn inpainting techniques in Module 03, seamlessly reconstructing missing or damaged parts of images.
Develop practical skills and unlock your creative potential in image generation with Stable Diffusion Python.

Who is this for?

Absolute Beginners

What You Need to Know?

Beginner experience with ChatGPT

Access to a ChatGPT account on web or app

Internet connection

No Installation Required

More details

Description
Welcome to "Simple Image Generation Using the Open Source Stable Diffusion"! This course is your gateway to the captivating world of diffusion models and their applications in image generation. Whether you're an aspiring data scientist, a machine learning enthusiast, or simply curious about the latest advancements in AI, this comprehensive introduction to image generation using Stable Diffusion Python is designed for you.

Our journey begins with a deep dive into diffusion models and their relevance in image generation. You'll uncover the underlying principles and techniques that make diffusion models a potent tool for creating high-quality images that captivate the eye and stimulate the imagination.

Moving forward, we transition into practical applications with immersive hands-on exercises. Module 01 sets the stage for your exploration as you learn to generate images from scratch using Stable Diffusion Python. Through a series of guided exercises, you'll explore various methods and parameters, empowering you to control the output and unleash your creativity like never before.

In Module 02, our focus shifts to the fascinating realm of image-to-image translation. Here, you'll master the art of transforming images from one domain to another using Stable Diffusion Python. Whether it's converting sketches into lifelike images or reshaping the style of photographs, you'll gain the skills needed to seamlessly translate images with precision and finesse.

Finally, Module 03 introduces you to the world of inpainting techniques with Stable Diffusion Python. Discover how to reconstruct missing or damaged parts of an image flawlessly, breathing new life into your visuals with ease.

By the culmination of this course, you'll possess a robust understanding of diffusion models and the practical expertise to generate, translate, and enhance images using Stable Diffusion Python. Join us on this transformative journey and unlock your creative potential in the captivating realm of image generation! All you need to embark on this adventure is access to Stable Diffusion Python and a passion for unleashing your creative prowess in image generation.
Who this course is for:
Absolute Beginners

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John Bura

Instructor's Courses

John Bura is has been a successful Udemy instructor since 2011. John Bura has been programming games since 1997 and teaching since 2002. John is the owner of the game development studio Mammoth Interactive. This company produces XBOX 360, iPhone, iPad, android, HTML 5, ad-games and more. Mammoth Interactive recently sold a game to Nickelodeon! John has been contracted by many different companies to provide game design, audio, programming, level design and project management. To this day John has 40 commercial games that he has contributed to. Several of the games he has produced have risen to the top 10 in the Apple's app store. In his spare time John likes to play ultimate Frisbee, cycle and work out.

Mammoth Interactive

Instructor's Courses

Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvard’s edX, Business Insider and more.Over 11 years, Mammoth Interactive has built a global student community with 1.1 million courses sold. Mammoth Interactive has released over 250 courses and 2,500 hours of video content.Founder and CEO John Bura has been programming since 1997 and teaching since 2002. John has created top-selling applications for iOS, Xbox and more. John also runs SaaS company Devonian Apps, building efficiency-minded software for technology workers like you."I absolutely love this course. This is such a comprehensive course that was well worth the money I spent and a lot more. Will definitely be looking at more Mammoth Interactive courses when I finish this." – Student Matt W."Very good at explaining the basics then building to more complex features." – Student Kevin L.Try a course today.

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