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Item number: 152794296

Image Generation with AI Training

Item number: 152794296

Image Generation with AI Training

198,00 239,58 Incl. tax

Image Generation with AI E-Learning Training Certified teachers Quizzes Assessments Tips tricks and Certificate.

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Image Generation with AI E-Learning

Ontdek hoe kunstmatige intelligentie de wereld van beeldgeneratie transformeert met onze Image Generation with AI Training. Leer de nieuwste AI-technieken voor het creëren van verbluffende beelden. Boek nu en stap in de toekomst van visuele content!

Course content

Introduction to AI-powered Image Generation

Course: 2 Hours, 5 Minutes

  • Course Overview
  • AI Image Generation
  • The Pros and Cons of Generative AI
  • The History of Image Generation
  • AI in Creative Content Generation
  • Popular Generative AI Models
  • Generative AI Methods
  • How Generative AI Is Used to Create Content
  • Components of a Generative AI Pipeline
  • Use Cases for Generative AI
  • Popular Generative AI Frameworks and Tools
  • Ethical Considerations of Generative AI
  • How AI Influences Art
  • The Implications of Generative AI
  • The Future of Generative AI
  • Course Summary

Image Generation with AI: Image Generation Frameworks

Course: 1 Hour, 55 Minutes

  • Course Overview
  • Variational Autoencoders (VAEs)
  • Generative Adversarial Networks (GANs)
  • Comparing GANs and VAEs
  • Introduction to GAN Architectures
  • GAN Use Cases
  • GAN Training
  • Implementing the DCGAN Architecture
  • Implementing the WGAN Architecture
  • Implementing the CycleGAN Architecture
  • Implementing the StyleGAN Architecture
  • Autoregressive Models
  • Comparing Autoregressive Models to Other Techniques
  • Diffusion Models
  • Diffusion Model Use Cases
  • Pros and Cons of Image Generation Frameworks
  • Course Summary

Mathematical Foundations of Image Generation

Course: 1 Hour, 36 Minutes

  • Course Overview
  • Generative Adversarial Networks (GANs) in Image Generation
  • Exploring Basic GAN Usage
  • Probability Distributions
  • Comparing Generative Models
  • Noise Vectors
  • Using Activation Functions in GANs
  • Loss Functions
  • Backpropagation
  • Conditional GANs
  • Style Transfer Methods
  • Latent Space
  • Adversarial Training
  • Creating a GAN Project
  • Course Summary

Image Generation with AI: Mastering Image Editing with VAEs

Course: 1 Hour, 31 Minutes

  • Course Overview
  • Principles of Variational Autoencoders (VAEs)
  • Probabilistic Encoding and Decoding with VAEs
  • Latent Space in Generative Models
  • Introduction to Keras
  • Navigating the Keras Environment
  • Image Editing with VAEs
  • Training VAEs
  • Latent Space Variables in Keras
  • Building an Autoencoder in Keras
  • Generating Images with Keras
  • Keras Case Studies
  • Course Summary

Image Generation with AI: Image Generation with Stable Diffusion in Keras

Course: 1 Hour, 14 Minutes

  • Course Overview
  • Stable Diffusion
  • Diffusion Models
  • Variations of Diffusion Models
  • Uses for Diffusion Models
  • How Stable Diffusion Unleashes High-resolution Image Creation
  • Enhancing Realism and Detail with Stable Diffusion
  • Implementing Stable Diffusion with Keras
  • Methods for Prompt Creation
  • Inpainting
  • Latent Diffusion
  • Stable Diffusion Models
  • Course Summary

Image Generation with AI: High-resolution Image Generation

Course: 59 Minutes

  • Course Overview
  • Stable Diffusion Use Cases
  • Constructing and Training a Model
  • Fine-tuning Strategies
  • Denoising Diffusion Models with Keras
  • High Resolution Image Generation in Keras
  • Advantages of High-resolution Image Generation in Keras
  • Generating Images
  • The Impact of Stable Diffusion
  • Moving to a Cloud Provider
  • Course Summary

Assessment:

  • Final Exam: Image Generation with AI
Language English
Qualifications of the Instructor Certified
Course Format and Length Teaching videos with subtitles, interactive elements and assignments and tests
Lesson duration 8:40 Hours
Assesments The assessment tests your knowledge and application skills of the topics in the learning pathway. It is available 365 days after activation.
Online Virtuele labs Receive 12 months of access to virtual labs corresponding to traditional course configuration. Active for 365 days after activation, availability varies by Training
Online mentor You will have 24/7 access to an online mentor for all your specific technical questions on the study topic. The online mentor is available 365 days after activation, depending on the chosen Learning Kit.
Progress monitoring Yes
Access to Material 365 days
Technical Requirements Computer or mobile device, Stable internet connections Web browsersuch as Chrome, Firefox, Safari or Edge.
Support or Assistance Helpdesk and online knowledge base 24/7
Certification Certificate of participation in PDF format
Price and costs Course price at no extra cost
Cancellation policy and money-back guarantee We assess this on a case-by-case basis
Award Winning E-learning Yes
Tip! Provide a quiet learning environment, time and motivation, audio equipment such as headphones or speakers for audio, account information such as login details to access the e-learning platform.

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