SamSamhuns / donut
Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022
☆8Updated last year
Alternatives and similar repositories for donut:
Users that are interested in donut are comparing it to the libraries listed below
- CDeC-Net: Composite Deformable Cascade Network for Table Detection in Document Images☆133Updated 3 weeks ago
- TableNet Implementation on Pytorch☆147Updated 2 years ago
- Dataset of PNG images from synthetically generated table layouts with annotations in JSONL files☆134Updated last year
- Deep learning, Convolutional neural networks, Image processing, Document processing, Table detection, Page object detection, Table classi…☆66Updated 11 months ago
- PyTorch code of my ICDAR 2021 paper Vision Transformer for Fast and Efficient Scene Text Recognition (ViTSTR)☆301Updated 10 months ago
- Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task…☆267Updated 2 years ago
- Handwritten text recognition using transformers.☆155Updated 6 months ago
- CVPR 2022: Table Structure Recognition☆39Updated 2 years ago
- DocILE: Document Information Localization and Extraction Benchmark☆122Updated 9 months ago
- Code for the ICDAR2021 paper "Visual FUDGE: Form Understanding via Dynamic Graph Editing"☆33Updated 2 years ago
- Official implementation for Dessurt☆58Updated 2 years ago
- Detectron2 for Document Layout Analysis☆185Updated 6 months ago
- Form images from U.S. National Archives annotated with text bounding boxes, classes, relationships, and transcription.☆37Updated 2 years ago
- Document Visual Question Answering☆114Updated 4 years ago
- Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understan…☆345Updated 2 years ago
- Distorted Document Images dataset (DDI-100).☆132Updated 2 years ago
- Research papers and code on information extraction from image/pdf☆96Updated 2 years ago
- CLEval: Character-Level Evaluation for Text Detection and Recognition Tasks☆183Updated last year
- ICDAR 2019: MaskRCNN on PubLayNet datasets. Paragraph detection, table detection, figure detection,...☆177Updated 3 years ago
- Code for my ICDAR paper "Deep Visual Template-Free Form Parsing"☆88Updated 3 years ago
- OCR Annotations from Amazon Textract for Industry Documents Library☆101Updated 2 years ago
- Scene text recognition☆106Updated 2 years ago
- The ICDAR 2019 cTDaR is to evaluate the performance of methods for table detection (TRACK A) and table recognition (TRACK B). For the fir…☆173Updated 2 years ago
- This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classificatio…☆145Updated 2 years ago
- Image transformations designed for Scene Text Recognition (STR) data augmentation. Published at ICCV 2021 Workshop on Interactive Labelin…☆254Updated 7 months ago
- Algorithms, papers, datasets, performance comparisons for Document AI. Continuously updating.☆175Updated 2 months ago
- ☆81Updated last year
- DocEnTr: An end-to-end document image enhancement transformer - ICPR 2022☆150Updated last month
- ☆425Updated 2 years ago
- Evaluation Tool for the ICDAR 2019 Competition on Table Detection and Recognition☆41Updated 2 years ago