Open Source research tool to search, browse, analyze and explore large document collections by Semantic Search Engine and Open Source Text Mining & Text Analytics platform (Integrates ETL for document processing, OCR for images & PDF, named entity recognition for persons, organizations & locations, metadata management by thesaurus & ontologies, search user interface & search apps for fulltext search, faceted search & knowledge graph)

Overview

Open Semantic Search

https://opensemanticsearch.org

Integrated search server, ETL framework for document processing (crawling, text extraction, text analysis, named entity recognition and OCR for images and embedded images in PDF), search user interfaces, text mining, text analytics and search apps for fulltext search, faceted search, exploratory search and knowledge graph search

Build

How to build the deb package for installation on Debian or Ubuntu server or the docker images for running in Docker containers:

Build deb package

To build a deb package for Debian or Ubuntu, call the build script "build-deb" as user root (change user by su or sudo su):

./build-deb

Build docker images

Clone the repository including the dependencies :

git clone --recurse-submodules --remote-submodules https://github.com/opensemanticsearch/open-semantic-search.git

Inside the opensemanticsearch directory, build the Docker images use the docker-compose config docker-compose.yml :

cd opensemanticsearch
docker-compose build

After these builds all the Docker images/dependencies/services can by started together by docker-compose with the config file docker-compose.yml.

You can run the instance by typing :

docker-compose up

You can browse OpenSemanticSearch in your favourite browser at this url :

http://localhost:8080/search/

Automated tests

For CI/CD there are some different automated tests:

Integration tests

Since the submodule Open Semantic ETL uses and needs different powerful services like Solr, spacY-services or Tika-Server by HTTP and REST-API, the automated tests run as integration tests within the docker-compose environment configured in docker-compose.etl-test.yml so these services are available while running the unittests.

End to end tests

Some automated integration tests and end-to-end (E2E) tests within a web browser controlled by the browser automation framework playwright and the node.js / javascript based test framework JEST.

You can extend the automated tests in test/test.js

They run by the docker image Dockerfile-test and need the services of the docker-compose environment docker-compose.test.yml

Dependencies

Dependencies are resolved automatically by building or by installation of the Debian or Ubuntu packages or by building the Docker images.

Documentation on this dependecies which may help debugging dependency hell issues or installations in other environments:

Build dependencies on Source code (GIT)

Dependencies on other Git repositories / submodules of components like Open Semantic ETL are defined in the Git config file .gitmodules

The submodules will be checked out automatically to the subdirectory "src", if you check out this repository by git in recursive mode.

Packaging dependencies of Java archives (JAR)

The submodules tika.deb and solr.deb need the JAR of Apache Tika-Server and Apache Solr.

If not there, they will be downloaded from Apache Software Foundation by wget in the submodule "build" script or its "Dockerfile".

Installation dependencies on Debian/Ubuntu packages (DEB)

Dependecies of tools and libraries, which are available in the Debian or Ubuntu package repositories, are defined in the section "Depends" of the deb package config file DEBIAN/control

https://github.com/opensemanticsearch/open-semantic-search/blob/master/DEBIAN/control

Installation dependencies on Python packages (PIP)

Dependecies of Python libraries which are not available as packages of the Linux distribution but in Python Package Index (PyPI), are defined in

https://github.com/opensemanticsearch/open-semantic-etl/blob/master/src/opensemanticetl/requirements.txt

This dependencies will be installed automatically on installation of the Debian/Ubuntu packages by DEBIAN/postinst of the Debian/Ubuntu packages or by docker build configured by Dockerfile by

pip3 install -r /usr/lib/python3/dist-packages/opensemanticetl/requirements.txt

Owner
Open Semantic Search
Search, analyze and explore large document collections by Open Source Search Engine, Text Mining, Document analysis and Text Analytics Explorer
Open Semantic Search
Augmenting Anchors by the Detector Itself

Augmenting Anchors by the Detector Itself Introduction It is difficult to determine the scale and aspect ratio of anchors for anchor-based object dete

4 Nov 06, 2022
Document Layout Analysis

Eynollah Document Layout Analysis Introduction This tool performs document layout analysis (segmentation) from image data and returns the results as P

QURATOR-SPK 198 Dec 29, 2022
📷 Face Recognition using Haar-Cascade Classifier, OpenCV, and Python

Face-Recognition-System Face Recognition using Haar-Cascade Classifier, OpenCV and Python. This project is based on face detection and face recognitio

1 Jan 10, 2022
Virtualdragdrop - Virtual Drag and Drop Using OpenCV and Arduino

Virtualdragdrop - Virtual Drag and Drop Using OpenCV and Arduino

Rizky Dermawan 4 Mar 10, 2022
Morphological edge detection or object's boundary detection using erosion and dialation in OpenCV python

Morphologycal-edge-detection-using-erosion-and-dialation the task is to detect object boundary using erosion or dialation . Here, use the kernel or st

Tamzid hasan 3 Nov 25, 2022
Official implementation of Character Region Awareness for Text Detection (CRAFT)

CRAFT: Character-Region Awareness For Text detection Official Pytorch implementation of CRAFT text detector | Paper | Pretrained Model | Supplementary

Clova AI Research 2.5k Jan 03, 2023
Links to awesome OCR projects

Awesome OCR This list contains links to great software tools and libraries and literature related to Optical Character Recognition (OCR). Contribution

Konstantin Baierer 2.2k Jan 02, 2023
Image augmentation library in Python for machine learning.

Augmentor is an image augmentation library in Python for machine learning. It aims to be a standalone library that is platform and framework independe

Marcus D. Bloice 4.8k Jan 04, 2023
python ocr using tesseract/ with EAST opencv detector

pytextractor python ocr using tesseract/ with EAST opencv text detector Uses the EAST opencv detector defined here with pytesseract to extract text(de

Danny Crasto 38 Dec 05, 2022
Course material for the Multi-agents and computer graphics course

TC2008B Course material for the Multi-agents and computer graphics course. Setup instructions Strongly recommend using a custom conda environment. Ins

16 Dec 13, 2022
This project modify tensorflow object detection api code to predict oriented bounding boxes. It can be used for scene text detection.

This is an oriented object detector based on tensorflow object detection API. Most of the code is not changed except for those related to the need of

Dafang He 30 Oct 22, 2022
make a better chinese character recognition OCR than tesseract

deep ocr See README_en.md for English installation documentation. 只在ubuntu下面测试通过,需要virtualenv安装,安装路径可自行调整: git clone https://github.com/JinpengLI/deep

Jinpeng 1.5k Dec 28, 2022
A python programusing Tkinter graphics library to randomize questions and answers contained in text files

RaffleOfQuestions Um programa simples em python, utilizando a biblioteca gráfica Tkinter para randomizar perguntas e respostas contidas em arquivos de

Gabriel Ferreira Rodrigues 1 Dec 16, 2021
Repository relating to the CVPR21 paper TimeLens: Event-based Video Frame Interpolation

TimeLens: Event-based Video Frame Interpolation This repository is about the High Speed Event and RGB (HS-ERGB) dataset, used in the 2021 CVPR paper T

Robotics and Perception Group 544 Dec 19, 2022
A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

Attention-based OCR Visual attention-based OCR model for image recognition with additional tools for creating TFRecords datasets and exporting the tra

Ed Medvedev 933 Dec 29, 2022
SceneCollisionNet This repo contains the code for "Object Rearrangement Using Learned Implicit Collision Functions", an ICRA 2021 paper. For more info

SceneCollisionNet This repo contains the code for "Object Rearrangement Using Learned Implicit Collision Functions", an ICRA 2021 paper. For more info

NVIDIA Research Projects 31 Nov 22, 2022
Msos searcher - A half-hearted attempt at finding a magic square of squares

MSOS searcher A half-hearted attempt at finding (or rather searching) a MSOS (Magic Square of Squares) in the spirit of the Parker Square. Running I r

Niels Mündler 1 Jan 02, 2022
Programa que viabiliza a OCR (Optical Character Reading - leitura óptica de caracteres) de um PDF.

Este programa tem o intuito de ser um modificador de arquivos PDF. Os arquivos PDFs podem ser 3: PDFs verdadeiros - em que podem ser selecionados o ti

Daniel Soares Saldanha 2 Oct 11, 2021
Kornia is a open source differentiable computer vision library for PyTorch.

Open Source Differentiable Computer Vision Library

kornia 7.6k Jan 06, 2023