Why not allow for more photoshop, freehand art (or 3d editor ) style controls, which are much simpler to parse than textual descriptions
Why not allow for more photoshop, freehand art (or 3d editor ) style controls, which are much simpler to parse than textual descriptions
Nvidia canvas existed before text to image models but it didn't gain as much popularity with the masses.
The other part is the training data - there are masses of (text description, image) pairs whilst if you want to do something more novel you may struggle to find a big enough dataset.
If the LLM during it's "thinking" phase encountered a scenario where it had to imagine a particular scene (let's say a pink elephant in a hotel lobby), then it could internally generate that image and use it to aid in world-simulation / understanding.
This is what happens in my head at least!
All of this already exists in various forms: inpainting lets you make changes by masking over sections of a image, control nets let you guide the generation of an image through many different forms ranging from depth maps to posable figures, etc.
As someone who owns an AI image SaaS making over 100k per month this made me chuckle