TheJaeLal / LineFormerLinks
Line Chart Data Extraction: Official code for LineFormer - ICDAR23 Paper
☆54Updated 2 months ago
Alternatives and similar repositories for LineFormer
Users that are interested in LineFormer are comparing it to the libraries listed below
Sorting:
- Context-Aware Chart Element Detection☆50Updated 4 months ago
- Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.☆136Updated 3 months ago
- ☆148Updated 2 years ago
- [ICDAR 2023] (Oral) An End-to-End Unified Domain Adaptive Transformer for Document Instance Segmentation☆76Updated last year
- [ICDAR 2023] SelfDocSeg: A self-supervised vision-based approach towards Document Segmentation (Oral)☆42Updated 2 years ago
- Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task…☆287Updated 2 years ago
- Algorithms, papers, datasets, performance comparisons for Document AI. Continuously updating.☆202Updated 11 months ago
- Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understan…☆360Updated 3 years ago
- A collection of OCR-related datasets☆205Updated 3 years ago
- DocILE: Document Information Localization and Extraction Benchmark☆139Updated last year
- Fine-tune Facebook's DETR (DEtection TRansformer) on Colaboratory.☆154Updated 2 years ago
- Dataset of PNG images from synthetically generated table layouts with annotations in JSONL files☆152Updated 4 months ago
- OCR Annotations from Amazon Textract for Industry Documents Library☆103Updated 3 years ago
- DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis☆411Updated 3 years ago
- Fully automated end-to-end framework to extract data from bar plots and other figures in scientific research papers using modules such as…☆127Updated 4 years ago
- ☆18Updated 2 years ago
- ☆45Updated 3 years ago
- ☆32Updated last year
- ☆249Updated 3 years ago
- Text-DIAE: A Self-Supervised Degradation Invariant Autoencoders for Text Recognition and Document Enhancement - AAAI 2023☆28Updated 2 years ago
- Code for the ICDAR2021 paper "Visual FUDGE: Form Understanding via Dynamic Graph Editing"☆33Updated 3 years ago
- MTL-TabNet: Multi-task Learning based Model for Image-based Table Recognition☆103Updated last year
- The HierText dataset contains ~12k images from the Open Images dataset v6 with large amount of text entities. We provide word, line and p…☆303Updated last year
- A PyTorch implementation of DTrOCR: Decoder-only Transformer for Optical Character Recognition☆195Updated 3 months ago
- Official implementation for Dessurt: Document end-to-end self-supervised understanding and recognition transformer☆62Updated 3 years ago
- Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset☆50Updated 2 years ago
- An official implementation of paper "Paragraph2Graph: A Language-independent GNN-based framework for layout analysis"☆81Updated 2 years ago
- A Bottom-Up Instance Segmentation Strategy for segmenting document instances using Transformers☆59Updated last year
- We identify the desiderata for a comprehensive benchmark and propose Visually Rich Document Understanding (VRDU). VRDU contains two datas…☆79Updated 3 years ago
- ☆18Updated last year