Note: This workshop is 09:00 - 17:00 UTC
Join NVIDIA’s Deep Learning Institute (DLI) for a free, virtual instructor-led workshop providing hands-on experience with GPU-accelerated servers in the cloud to complete end-to-end projects in the areas of deep learning, accelerated computing, and accelerated data science.
Learning Objectives
Thanks to improvements in computing power and scientific theory, generative AI is more accessible than ever before. Generative AI plays a significant role across industries due to its numerous applications, such as creative content generation, data augmentation, simulation and planning, anomaly detection, drug discovery, personalized recommendations, and more. In this course, learners will take a deeper dive into denoising diffusion models, which are a popular choice for text-to-image pipelines.
By participating in this workshop, you’ll:
- Build a U-Net to generate images from pure noise
- Improve the quality of generated images with the denoising diffusion process
- Control the image output with context embeddings
- Generate images from English text prompts using the Contrastive Language—Image Pretraining (CLIP) neural network