JPLeoRX / detectron2-publaynetLinks
Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset
☆48Updated 2 years ago
Alternatives and similar repositories for detectron2-publaynet
Users that are interested in detectron2-publaynet are comparing it to the libraries listed below
Sorting:
- Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset☆28Updated 2 years ago
- Example codebase for fine-tuning layoutLMv3 on DocVQA☆52Updated 2 years ago
- Dataset of PNG images from synthetically generated table layouts with annotations in JSONL files☆145Updated last month
- ICDAR 2019: MaskRCNN on PubLayNet datasets. Paragraph detection, table detection, figure detection,...☆180Updated 4 years ago
- The scripts for training Detectron2-based Layout Models on popular layout analysis datasets☆211Updated last year
- Object Detection Model for Scanned Documents☆93Updated 3 months ago
- Table Structure Recognition☆77Updated 2 years ago
- YOLOv10 trained on DocLayNet dataset.☆75Updated 7 months ago
- A curated list of papers about key information extraction.☆96Updated 6 months ago
- An unofficial Implementation of DocParser: End-to-end OCR-free Information Extraction from Visually Rich Documents☆36Updated last year
- DocILE: Document Information Localization and Extraction Benchmark☆130Updated last year
- [ICDAR 2023] (Oral) An End-to-End Unified Domain Adaptive Transformer for Document Instance Segmentation☆73Updated 9 months ago
- DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis☆349Updated 2 years ago
- XFUND: A Multilingual Form Understanding Benchmark☆205Updated 2 years ago
- ☆160Updated 2 years ago
- Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.☆123Updated 2 years ago
- MTL-TabNet: Multi-task Learning based Model for Image-based Table Recognition☆101Updated last year
- Powerful handwritten text recognition. A simple-to-use, unofficial implementation of the paper "TrOCR: Transformer-based Optical Characte…☆206Updated 5 months ago
- Algorithms, papers, datasets, performance comparisons for Document AI. Continuously updating.☆194Updated 3 months ago
- ☆80Updated 3 years ago
- An NVIDIA Triton Server workflow for OCR and the LayoutLMv3 Transformer Model☆30Updated 2 years ago
- ReadingBank: A Benchmark Dataset for Reading Order Detection☆106Updated 10 months ago
- An unofficial Pytorch implementation of ERNIE-Layout which is originally released through PaddleNLP.☆106Updated last year
- ICDAR 2024 Table OCR Model☆34Updated 6 months ago
- Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task…☆278Updated 2 years ago
- Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understan…☆352Updated 2 years ago
- Detectron2 for Document Layout Analysis☆187Updated 10 months ago
- Datasets and Evaluation Scripts for CompHRDoc☆44Updated 4 months ago
- Deep learning, Convolutional neural networks, Image processing, Document processing, Table detection, Page object detection, Table classi…☆68Updated last year
- This Repository consists of all my experiments performed on LayoutLMv3 model.☆30Updated 2 years ago