DreamSheets is a tool designed for exploring Text-to-Image models, allowing users to craft prompts and manipulate hyperparameters to generate images. Participants in studies utilized iterative prompt exploration, stochastic transformations with seeds, and non-stochastic parametric transformations with classifier-free guidance values to navigate the complex space of TTI models.
DreamSheets offers an interface that supports large-scale comparison of results, enabling users to efficiently evaluate and iterate on their explorations. The tool allows for structured exploration strategies, such as semantic manipulations and parametric manipulations, to guide users towards desired outputs.
Participants in studies leveraged the flexibility of DreamSheets to develop custom workflows and explore the capabilities of generative AI systems. The tool's support for iterative testing of prompts and hyperparameters proved valuable in sense-making and creative exploration.
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by Shm Garangan... at arxiv.org 03-04-2024
https://arxiv.org/pdf/2310.09985.pdfDeeper Inquiries