Paper to Poster – Directed Study
- 1 minDirected Study Project at CMU.
This project aims to create fine-tuned poster layout annotation datasets. Moreover, we implemented the pipeline to funetune the pre-trained LayoutTransfomer Model on the poster dataset to generate reasonable lay- outs for academic posters.
My work:
- Created a layout dataset of academic posters through Amazon Mechanical Turk (MTurk).
- Devised bounding box annotation instructions of academic papers and annotated over 500 posters.
- Developed an end-to-end tool to generate posters from paper.
- Finetuned the LayoutTransformer model to generate poster layouts.
Overview Method Design for Poster Layout Generation