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生成式 AI 採樣器
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課堂經歷
TOPICS: This class is about Generative AI: the process of using AI to create text, images, and music, among other things. We will use various models to create media that can be put together in a single presentation: poetry, music, and images. STRUCTURE: Each class will cover a different medium and the last class will put them all together. After talking about the theory and how each model was trained, I will demonstrate various techniques for generating quality results. After that,...
4 lessons//4 Weeks
Week 1Lesson 1Chat-GPTWe will introduce OpenAI's ChatGPT and use it to write poetry on various subjects and in various forms. We will explore the Haiku, the Sonnet, Sestinas, Villanelles and any other poetic structures students may be interested in. Students will choose their subjects and create a poem that can be put to images and music.Week 2Lesson 2DreamStudioWe will introduce DreamStudio, StableDiffusion's official online platform. We will learn about prompt crafting, negative prompts, artists, mediums, and how to use different fine-tuned models to get different effects. We will learn how to improve images using inpainting and use these to accompany the poem.Week 3Lesson 3AIVAWe will introduce AIVA, the Artificial Intelligence Virtual Artist, a music producing AI that was trained on 30,000 classical musical scores, At this point AIVA is capable of composing in various different styles. We will use AIVA to score our poems and images, whatever the style may be: classical, jazz, electronic, or hip-hop, etc.Week 4Lesson 4Putting It All TogetherWe will finish up the class by putting all of these media into a single presentation. This will be done in Scratch, Python, or any other software the student may be familiar with. An optional final touch would be to use AI to create a voice-over of the poem to be played with the music. Alternatively the poem can just be displayed on screen.
- The goal if for students to understand the basic working of Generative AI but to be able to generate high quality media to be used in school or in personal projects.
I have been a Computer Science Teacher for about 10 years. I have taught may AI classes ranging from survey class for beginners to coding classes that involve training AI models. I teach AI Art and AI Music as separate courses as well.
除了 Outschool 教室外,本課程也使用:
With great power comes great responsibility! These models are very powerful and though they have powerful filters to stop inappropriate text and images, if the student persists in trying to create disturbing text or images, they may eventually succeed. AIVA is completely safe as it creates instrumental music. DreamStudio's filters have shown to be very effective and I have never had a problem. ChatGPT also has a pretty good filter.
教師專業知識和證書
2 度
碩士 in 數學 from Harvard University
學士學位 in 數學 from Harvard University
Get $5 off my classes with coupon code MARTY1JBCX5 until Nov 23, 2023 I have been a Computer Science teacher for 10 years. I love art and feel extremely fortunate to be able to teach AI Art at Outschool. It is an incredibly exciting and fast...
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團體課
US$17
每週或US$68 用於 4 課程每週上課 x 1 次, 4 週
55 分鐘
有3 為學習者完成此課程
即時視訊會議
年齡: 13-17
1-8 每班學員人數