Shiva-sankaran / LineEX
Data Extraction from Scientific Line Charts
☆16Updated last month
Related projects ⓘ
Alternatives and complementary repositories for LineEX
- Algorithms, papers, datasets, performance comparisons for Document AI. Continuously updating.☆165Updated this week
- ☆129Updated last year
- Simple table extraction example.☆10Updated 2 years ago
- A collection of OCR-related datasets☆129Updated 2 years ago
- Chart-to-Text: Generating Natural Language Explanations for Charts by Adapting the Transformer Model☆149Updated last year
- MTL-TabNet: Multi-task Learning based Model for Image-based Table Recognition☆88Updated 5 months ago
- Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.☆116Updated last year
- Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understan…☆345Updated 2 years ago
- Collection of links, tutorials and best practices of how to collect the data and build end-to-end RLHF system to finetune Generative AI m…☆195Updated last year
- Line Chart Data Extraction: Official code for LineFormer - ICDAR23 Paper☆26Updated 5 months ago
- ☆30Updated 7 months ago
- ☆155Updated last year
- TRACE: Table Reconstruction Aligned to Corner and Edges (ICDAR 2023)☆17Updated 8 months ago
- On the Hidden Mystery of OCR in Large Multimodal Models (OCRBench)☆473Updated last month
- Dataset and Code for our ACL 2024 paper: "Multimodal Table Understanding". We propose the first large-scale Multimodal IFT and Pre-Train …☆164Updated last month
- Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task…☆258Updated last year
- ☆329Updated 10 months ago
- ☆242Updated last year
- InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions (AAAI2024)☆146Updated 5 months ago
- DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis☆274Updated last year
- ☆47Updated 4 months ago
- Fine-tune Facebook's DETR (DEtection TRansformer) on Colaboratory.☆139Updated last year
- We identify the desiderata for a comprehensive benchmark and propose Visually Rich Document Understanding (VRDU). VRDU contains two datas…☆74Updated last year
- A curated list of papers about key information extraction.☆79Updated 3 months ago
- XFUND: A Multilingual Form Understanding Benchmark☆186Updated 2 years ago
- Dataset of PNG images from synthetically generated table layouts with annotations in JSONL files☆129Updated last year
- DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception☆497Updated 3 weeks ago
- DocILE: Document Information Localization and Extraction Benchmark☆118Updated 6 months ago
- ☆54Updated 10 months ago
- ReadingBank: A Benchmark Dataset for Reading Order Detection☆91Updated 2 months ago