microsoft / genalogLinks
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
☆335Updated last year
Alternatives and similar repositories for genalog
Users that are interested in genalog are comparing it to the libraries listed below
Sorting:
- Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understan…☆357Updated 2 years ago
- Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task…☆286Updated 2 years ago
- CVPR 2022: Table Structure Recognition☆40Updated 3 years ago
- Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes☆468Updated 3 months ago
- The scripts for training Detectron2-based Layout Models on popular layout analysis datasets☆215Updated 2 years ago
- ☆250Updated 2 years ago
- ☆160Updated 2 years ago
- Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector☆267Updated 3 years ago
- Handwritten text recognition using transformers.☆158Updated last year
- Detectron2 for Document Layout Analysis☆187Updated last year
- CLEval: Character-Level Evaluation for Text Detection and Recognition Tasks☆185Updated 2 years ago
- DocILE: Document Information Localization and Extraction Benchmark☆136Updated last year
- Official PyTorch Implementation of DocSynth: A Layout Guided Approach for Controllable Document Image Synthesis - ICDAR 2021☆86Updated 4 years ago
- Code for the ICDAR2021 paper "Visual FUDGE: Form Understanding via Dynamic Graph Editing"☆33Updated 3 years ago
- ICIP 2022: Adaptive Radial Projection on Fourier Magnitude Spectrum for Document Image Skew Estimation☆146Updated 5 months ago
- Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.☆133Updated last week
- CORD: A Consolidated Receipt Dataset for Post-OCR Parsing☆446Updated 3 years ago
- CDeC-Net: Composite Deformable Cascade Network for Table Detection in Document Images☆133Updated last month
- DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis☆393Updated 2 years ago
- TableNet Implementation on Pytorch☆148Updated 2 years ago
- ICDAR 2019: MaskRCNN on PubLayNet datasets. Paragraph detection, table detection, figure detection,...☆182Updated 4 years ago
- Form images from U.S. National Archives annotated with text bounding boxes, classes, relationships, and transcription.☆38Updated 3 years ago
- Research papers and code on information extraction from image/pdf☆97Updated 2 years ago
- Dataset of PNG images from synthetically generated table layouts with annotations in JSONL files☆151Updated last month
- Algorithms, papers, datasets, performance comparisons for Document AI. Continuously updating.☆202Updated 7 months ago
- ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction☆401Updated 5 years ago
- ☆58Updated 4 years ago
- Publicly released code for the LAMBERT model☆103Updated 4 years ago
- ☆131Updated 2 years ago
- DocBank: A Benchmark Dataset for Document Layout Analysis☆627Updated last year