poster
Datasets
All datasets matching “poster”posterPKU-PosterLayout
Dataset Card for PKU-PosterLayout
Dataset Summary
PKU-PosterLayout is a content-aware visual-textual poster layout benchmark released with PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation Layout. The paper defines the task as arranging predefined text, logo, and underlay elements on a non-empty poster canvas while considering both inter-element and inter-layer relationships. The original benchmark contains 9,974… See the full description on the dataset page: https://huggingface.co/datasets/creative-graphic-design/PKU-PosterLayout.Text-Render-2M
Text Render 2M Dataset
A large-scale dataset containing 2 million text rendering image-text pairs for training generative models to improve text rendering performance.
Dataset Structure
image: Rendered text image in PNG format
text: Corresponding text content
file_name: Original filename
folder_id: Folder identifier
Usage
This dataset is designed for fine-tuning generative models to improve text rendering capabilities.
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/PosterCraft/Text-Render-2M.imdb-posters-and-description-512Poster_Music_festivalPoster100K
Poster100K Dataset
A comprehensive dataset containing 93K+ movie and TV show posters with detailed captions and text region annotations for multimodal learning and poster generation tasks.
Dataset Structure
image: Poster image in JPG/JPEG/PNG format
caption: Detailed textual description generated by Gemini-2.5-flash-preview-04-17
mask_regions: Text region coordinates (bounding boxes) in JSON format
file_name: Original filename
folder_path: Normalized relative folder path… See the full description on the dataset page: https://huggingface.co/datasets/PosterCraft/Poster100K.