Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Introduction to Stable Diffusion
- Overview of Stable Diffusion and its applications
- How Stable Diffusion compares to other image generation models (e.g., GANs, VAEs)
- Advanced features and architecture of Stable Diffusion
- Beyond the basics: Stable Diffusion for complex image generation tasks
Building Stable Diffusion Models
- Setting up the development environment
- Data preparation and pre-processing
- Training Stable Diffusion models
- Stable Diffusion hyperparameter tuning
Advanced Stable Diffusion Techniques
- Inpainting and outpainting with Stable Diffusion
- Image-to-image translation with Stable Diffusion
- Using Stable Diffusion for data augmentation and style transfer
- Working with other deep learning models alongside Stable Diffusion
Optimizing Stable Diffusion Models
- Improving performance and stability
- Handling large-scale image datasets
- Diagnosing and resolving issues with Stable Diffusion models
- Advanced Stable Diffusion visualization techniques
Case Studies and Best Practices
- Real-world applications of Stable Diffusion
- Best practices for Stable Diffusion image generation
- Evaluation metrics for Stable Diffusion models
- Future directions for Stable Diffusion research
Summary and Next Steps
- Review of key concepts and topics
- Q&A session
- Next steps for advanced Stable Diffusion users
Requirements
- Experience in deep learning and computer vision
- Familiarity with image generation models (e.g., GANs, VAEs)
- Proficiency in Python programming
Audience
- Data scientists
- Machine learning engineers
- Computer vision researchers
21 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €6840 online delivery, based on a group of 2 delegates, €2160 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
Contact us for an exact quote and to hear our latest promotions
Public Training
Please see our public courses
