High-resolution Image Generation
Generative AI
| Intermediate
- 11 videos | 59m 7s
- Earns a Badge
Image generation is one of the most interesting contributions artificial intelligence (AI) is making to the modern world, and we have only scratched the surface of what is possible. Because AI image generation is still in its early stages, we have to wonder what the future holds. In this course, you will be introduced to high-resolution image generation with AI, beginning with Stable Diffusion use cases, model construction, and model training. Then you will delve into fine-tuning strategies, denoising diffusion models with Keras, and high-resolution image generation in Keras. Next, you will explore the advantages of high-resolution image generation in Keras, the inner workings of image generation, and the impact that Stable Diffusion has on AI-powered image generation. Finally, you will investigate the steps involved in moving an image generator to a cloud provider.
WHAT YOU WILL LEARN
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Discover the key concepts covered in this course
Outline real-world applications and creative possibilities for images generated in stable diffusion
Construct and train a basic stable diffusion model and generate images
Fine-tune models to achieve specific creative outcomes in image generation
Denoise implicit diffusion models with keras
Provide an overview of how high-resolution image generation in keras works -
Outline the advantages of high-resolution image generation in keras
Generate images and use image inpainting with stable diffusion and keras
Describe the latest trends surrounding stable diffusion and image generation, including the impact of stable diffusion on the creative world
Outline the steps involved with moving an image generator to a cloud provider
Summarize the key concepts covered in this course
IN THIS COURSE
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58sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
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6m 56sAfter completing this video, you will be able to outline real-world applications and creative possibilities for images generated in Stable Diffusion. FREE ACCESS
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3. Constructing and Training a Model6m 4sIn this video, find out how to construct and train a basic Stable Diffusion model and generate images. FREE ACCESS
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4. Fine-tuning Strategies6m 19sAfter completing this video, you will be able to fine-tune models to achieve specific creative outcomes in image generation. FREE ACCESS
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5. Denoising Diffusion Models with Keras5m 19sDiscover how to denoise implicit diffusion models with Keras. FREE ACCESS
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6. High Resolution Image Generation in Keras8m 8sUpon completion of this video, you will be able to provide an overview of how high-resolution image generation in Keras works. FREE ACCESS
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7. Advantages of High-resolution Image Generation in Keras6m 38sAfter completing this video, you will be able to outline the advantages of high-resolution image generation in Keras. FREE ACCESS
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8. Generating Images5mIn this video, you will learn how to generate images and use image inpainting with Stable Diffusion and Keras. FREE ACCESS
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9. The Impact of Stable Diffusion6m 37sUpon completion of this video, you will be able to describe the latest trends surrounding Stable Diffusion and image generation, including the impact of Stable Diffusion on the creative world. FREE ACCESS
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10. Moving to a Cloud Provider6m 34sAfter completing this video, you will be able to outline the steps involved with moving an image generator to a cloud provider. FREE ACCESS
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11. Course Summary35sIn this video, we will summarize the key concepts covered in this course. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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