Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
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Updated
May 23, 2024 - Python
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022
Document AI Toolbox is an SDK for Python that provides utility functions for managing, manipulating, and extracting information from the document response. It creates a "wrapped" document object from JSON files in Cloud Storage, local JSON files, or output directly from the Document AI API.
Table detection and table structure recognition using Yolov5
A Repo For Document AI
ReadingBank: A Benchmark Dataset for Reading Order Detection
Algorithms, papers, datasets, performance comparisons for Document AI. Continuously updating.
Spacy for Key:Value pairs
FastAPI application for document classification using a multimodal LayoutLM model, designed to classify PDF documents into RVL-DCIP categories.
AI & Data, Google Cloud Skills Boost
Official release of RFUND introduced in the paper "PEneo: Unifying Line Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair Extraction" (arXiv:2401.03472).
OCR Runner - Command Line Application for processing image files using Google Cloud Vision API and Google Cloud Document AI.
An unofficial PyTorch implementation of "Lin et al. ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents. ICDAR, 2021"
[Paper] Code for the EMNLP2023 (Findings) paper "Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document"
A hands-on CLI tool sample showcasing the integration of Dart with Google Cloud's DocumentAI.
Custom data extractors that use Google Cloud's Document AI
Official Implementation of Web-based Visual Corpus Builder (Webvicob), ICDAR 2023
SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images (AAAI2023)
This repository includes all computer vision, audio, document AI, and multimodal projects.
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