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Hmm seems pricey. What's the current state of the art for API generation of an image from a reference plus modifier prompt? Say, in the 1c per HD (1920*1080)
by sebastiennight 2y ago
Hmm seems pricey.
What's the current state of the art for API generation of an image from a reference plus modifier prompt?
Say, in the 1c per HD (1920*1080) image range?
- minimaxir 2y ago"Image from a reference" is a bit of a rabbit hole. For traditional image generation models, in order for it to learn a reference, you have to fine-tune it (LoRA) and/or use a conditioning model to constrain the output (InstantID/ControlNet) The interesting part of this GPT-4o API is that it doesn't need to learn them. But given the cost of `high` quality image generation, it's much cheaper to train a LoRA for Flux 1.1 Pro and generate from that.
- Tiberium 2y agoImagen supports image references in the API as well, just on Vertex, not on Gemini API yet.
- BoorishBears 2y agoImagen references don't feel very useful at all. At most it feels like an afterthought meant to make product photoshoots easier.
- thot_experiment 2y agoReflux is fantastic for the basic reference image based editing most people are using this for, but 4o is far more powerful than any existing models because of it's large scale and cross-modal understanding, there are things possible with 4o that are just 100% impossible with diffusion models. (full glass of wine, horse riding an astronaut, room without pink elephants, etc)