Identify common scenarios for generative AI
Generative AI, with its ability to create new content, has applications spanning numerous fields. Here are some common scenarios where generative AI is making a significant impact, along with examples for each.
Image generation
Multimodal generative AI can create new images from textual descriptions, such as generating photorealistic images of objects or scenes that don’t exist, using models such as OpenAI’s DALL-E or Midjourney:
Figure 10.2 – Generating an image with GPT4
Text generation
Generative AI can be used to produce coherent and contextually relevant text for articles or stories by utilizing models such as GPT-3 from OpenAI:
Figure 10.3 – Text generation using GPT-3.5
Music creation
Generative AI can compose new music pieces or songs in various genres by learning from a vast dataset of music, exemplified by projects such as OpenAI...
