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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- Award Winning E-learning
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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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