CaseDrive / publaynet-modelsLinks
Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset
☆28Updated 2 years ago
Alternatives and similar repositories for publaynet-models
Users that are interested in publaynet-models are comparing it to the libraries listed below
Sorting:
- DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis☆370Updated 2 years ago
- Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset☆50Updated 2 years ago
- A Faster LayoutReader Model based on LayoutLMv3, Sort OCR bboxes to reading order.☆271Updated 2 weeks ago
- Algorithms, papers, datasets, performance comparisons for Document AI. Continuously updating.☆199Updated 6 months ago
- ReadingBank: A Benchmark Dataset for Reading Order Detection☆109Updated last year
- A Curated List of Awesome Table Structure Recognition (TSR) Research. Including models, papers, datasets and codes. Continuously updating…☆209Updated 11 months ago
- Object Detection Model for Scanned Documents☆95Updated 5 months ago
- YOLO models trained by DocLayNet - power your Document Intelligent by Layout Analysis☆132Updated 3 weeks ago
- A Unified Toolkit for Deep Learning-Based Table Extraction☆48Updated 9 months ago
- UniTable: Towards a Unified Table Foundation Model☆502Updated last year
- YOLOv10 trained on DocLayNet dataset.☆76Updated 10 months ago
- Code for ICPR2022 paper: "Graph Neural Networks and Representation Embedding for table extraction in PDF Documents"☆35Updated 2 years ago
- ☆22Updated last year
- An unofficial Pytorch implementation of ERNIE-Layout which is originally released through PaddleNLP.☆106Updated last year
- XFUND: A Multilingual Form Understanding Benchmark☆208Updated 3 years ago
- The scripts for training Detectron2-based Layout Models on popular layout analysis datasets☆213Updated last year
- Dataset and scripts for HRDoc☆38Updated 2 years ago
- Dataset of PNG images from synthetically generated table layouts with annotations in JSONL files☆148Updated 3 months ago
- Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understan…☆353Updated 2 years ago
- ☆49Updated last year
- High-Performance Transformers for Table Structure Recognition Need Early Convolutions☆45Updated last year
- ☆81Updated 3 years ago
- ☆88Updated 3 years ago
- Incorporating VIsual LAyout Structures for Scientific Text Classification☆179Updated 2 years ago
- Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.☆130Updated 2 years ago
- DocLLM: A layout-aware generative language model for multimodal document understanding☆128Updated last year
- My implementation of Kosmos2.5 from the paper: "KOSMOS-2.5: A Multimodal Literate Model"☆73Updated 2 weeks ago
- Recognition of handwritten text using CRAFT text detection and TrOCR☆26Updated 2 years ago
- https://dl.acm.org/doi/10.1145/3657281☆98Updated last year
- DocBank: A Benchmark Dataset for Document Layout Analysis☆624Updated last year