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所在平台: Udemy |
课程主页: https://www.udemy.com/course/generative-creative-ai-from-gans-to-clip-with-python-and-pytorch/
课程评论：没有评论
Generative AI, from GANs to CLIP, with Python and Pytorch 本课程将带您踏上生成式AI的迷人旅程，从基础到前沿，涵盖GANs到CLIP。您将逐步学习和编码各种生成式AI架构，最终掌握文本与图像相结合的多模态AI。 **课程亮点：** * **前沿技术:** 深入了解生成式AI，包括GANs和CLIP，以及即将推出的基于Stable Diffusion的图像编辑技术。 * **编程实践:** 伴随讲师一步步用Python和PyTorch进行编码，从基础概念到高级实现，深入理解代码细节。 * **理论与实践结合:** 每节课都先深入讲解关键概念，再进行代码实战，确保您不仅知其然，更知其所以然。 * **全面知识体系:** 掌握在AI、深度学习、数据科学领域最前沿的知识和实践经验。 * **新内容更新:** 课程最新增加了两部分内容： * **Section 5:** 学习如何通过结合分割模型和Stable Diffusion模型，编程实现人物衣物编辑。 * **Bonus Section 6:** 深入探索神经网络的潜伏空间，理解生成式AI的核心工作原理。 学完本课程，您将对生成式AI的核心概念和编程细节有深刻的理解，并能独立构建和应用前沿的AI模型。让我们一起探索AI的创造力和想象力！
April 2024 Update: Two new sections have been added recently. New Section 5: learn to edit the clothes of a person in a picture by programming a combination of a segmentation model with the Stable Diffusion generative model. New bonus section 6: Journey to the latent space of a neural network - dive deep into the latent space of the neural networks that power Generative AI in order to understand in depth how they learn their mappings. ____________________________Generative A.I. is the present and future of A.I. and deep learning, and it will touch every part of our lives. It is the part of A.I that is closer to our unique human capability of creating, imagining and inventing. By doing this course, you gain advanced knowledge and practical experience in the most promising part of A.I., deep learning, data science and advanced technology.The course takes you on a fascinating journey in which you learn gradually, step by step, as we code together a range of generative architectures, from basic to advanced, until we reach multimodal A.I, where text and images are connected in incredible ways to produce amazing results.At the beginning of each section, I explain the key concepts in great depth and then we code together, you and me, line by line, understanding everything, conquering together the challenge of building the most promising A.I architectures of today and tomorrow. After you complete the course, you will have a deep understanding of both the key concepts and the fine details of the coding process.What a time to be alive! We are able to code and understand architectures that bring us home, home to our own human nature, capable of creating and imagining. Together, we will make it happen. Let's do it!
