LogobookDB: Logo Image-Caption Pairs for Diffusion Model Fine-Tuning

Image-caption pairs for logo designs were scraped from the logobook.com archive. The dataset was created by the author 'mozci' for a research project to fine-tune text-to-image diffusion models. The data was last updated on September 26, 2023.

Use Cases

• Fine-tuning text-to-image diffusion models based on logo design concepts.
• Training image captioning models on graphic design elements.
• Studying the relationship between keywords and visual style in modernist logo design.

Strengths

• Source is a noted archive of modernist and simplistic logo designs.
• Captions were programmatically created from designer-provided keywords.

Limitations

• Dataset size, row count, and file formats are unknown.
• Column-level documentation is absent; field semantics must be inferred after download.
• Freshness should be verified as the last update was in September 2023.

Provenance

Source

Logobook.com logo archive.

Collection Method

Scraped from the website, with captions generated from provided keywords.

Freshness

Last updated 2023-09-26 02:15:39