Spaces:
Running
on
T4
Running
on
T4
| class TextRoadmap: | |
| roadmap = """ | |
| ## Roadmap | |
| - **Model Training & Updates** | |
| - Continually retrain and update both segmentation and text-recognition models as more training data becomes available. | |
| - **Specialized TrOCR Model** | |
| - Train a TrOCR model specialized on Swedish historical handwritten text. | |
| - Initialize with a historical BERT-model trained at the Swedish National Archives. | |
| - **Open-source HTR Project** | |
| - Develop an easy-to-implement pipeline like the demo. | |
| - Ensure high modularity: | |
| - Different segmentation strategies. | |
| - Integration of models from various frameworks. | |
| - Effective evaluation methods for entire pipelines and their comparisons. | |
| - Broad use-cases: Not just running text, but all types of handwritten archives. | |
| - **Large Scale HTR** | |
| - Conduct large scale HTR on handwritten historical archives of interest to humanities researchers. | |
| - **Rest APIs** | |
| - Serve model through inference APIs | |
| """ | |
| discussion = """ | |
| ## Get in Touch | |
| If you have suggestions, questions, or would like to discuss our roadmap further, please don't hesitate to reach out. | |
| Press badge below to open a discussion on HuggingFace. | |
| <p align="center"> | |
| <a href="https://huggingface.co/spaces/Riksarkivet/htr_demo/discussions"> | |
| <img src="https://huggingface.co/datasets/huggingface/badges/raw/main/open-a-discussion-xl-dark.svg" alt="Badge 1"> | |
| </a> | |
| </p>""" | |
| roadmap_image = """ | |
| <figure> | |
| <img src="https://raw.githubusercontent.com/Borg93/htr_gradio_file_placeholder/main/roadmap_image_2.png" alt="HTR_tool" style="width:70%; display: block; margin-left: auto; margin-right:auto;" > | |
| </figure> """ | |