In today’s digital age, the need for efficient and accurate file conversion tools has become increasingly important. One such tool that has gained significant popularity is the JPG...9 Sept 2023 ... Site to extract images: https://tesseract.projectnaptha.com/ This is a follow up to my older video: ...Jan 9, 2024 · Tesseract is the go-to open-source OCR solution for most organizations as it is free to use, well-known, and has many use cases. While it is free, it is not always the best choice. Many OCR engines have long surpassed Tesseract image recognition quality with AI technologies and offer easier set-up and pre-trained file recognition. Tesseract OCR. Table of Contents. Tesseract OCR. About. Brief history. Installing Tesseract. Running Tesseract. For developers. Support. License. Dependencies. …1. Tesseract. Tesseract is one of the best OCR software that is free and open-source. It’s developed by Google and has one of the best engines to recognize texts from PDFs and images. I have been personally using this OCR software to convert extracts from books, archives, PDFs, and more.Jul 30, 2020 · The Tesseract OCR application, written by Hewlett Packard, started in the 1980s as a commercial application. It was open-sourced in 2005, and it's now supported by Google . It has multi-language capabilities, is regarded as one of the most accurate OCR systems available, and you can use it for free. For macOS users, we’ll be using Homebrew to install Tesseract: $ brew install tesseract. Figure 1: Installing Tesseract OCR on macOS. If you’re using the Ubuntu operating system, simply use apt-get to install Tesseract OCR: $ sudo apt-get install tesseract-ocr. Figure 2: Installing Tesseract OCR on Ubuntu.Tesseract 5 adds a new neural net (LSTM) based OCR engine which is focused on line recognition, but also still supports the legacy Tesseract OCR engine of Tesseract 3 which works by recognizing character patterns. Compatibility with Tesseract 3 is enabled by using the Legacy OCR Engine mode (--oem 0). It also needs traineddata files which support the …If you do not have the time to spend training and customizing tesseract, then closed source ocr as a service applications are probably more accurate since they have engineers and resources and have already done most of the work for you. – hcham1. Oct 3, 2018 at 14:27. 1.If you do not have the time to spend training and customizing tesseract, then closed source ocr as a service applications are probably more accurate since they have engineers and resources and have already done most of the work for you. – hcham1. Oct 3, 2018 at 14:27. 1.20 Jan 2021 ... Tesseract Download: https://tesseract-ocr.github.io/tessdoc/Downloads.html EasyOCR GitHub: https://github.com/JaidedAI/EasyOCR Follow me on: ...Feb 6, 2014 · Python-tesseract is an optical character recognition (OCR) tool for python. That is, it will recognize and “read” the text embedded in images. Python-tesseract is a wrapper for Google’s Tesseract-OCR Engine . It is also useful as a stand-alone invocation script to tesseract, as it can read all image types supported by the Pillow and ... Do you have extra points lying around or are you just feeling generous? Donate your points and miles to a charitable organization of your choice with from these programs. Between B...20 Jan 2021 ... Tesseract Download: https://tesseract-ocr.github.io/tessdoc/Downloads.html EasyOCR GitHub: https://github.com/JaidedAI/EasyOCR Follow me on: ...What is Tesseract OCR? Tesseract is an open-source software librawry, released under Apache license agreement. It was originally developed by Hewlett Packard in 1980s. It is a text recognition tool primarily used for identifying and extracting texts from images. Tesseract OCR provides a command prompt interface for performing this … tesseract Public. Tesseract Open Source OCR Engine (main repository) C++ 57,304 Apache-2.0 9,021 385 (7 issues need help) 26 Updated yesterday. tesstrain Public. Train Tesseract LSTM with make. Python 557 Apache-2.0 171 39 3 Updated 3 days ago. tessdoc Public. Tesseract documentation. HTML 1,564 348 23 6 Updated last week. Hormonal effects in newborns occur because in the womb, babies are exposed to many chemicals (hormones) that are in the mother's bloodstream. After birth, the infants are no longer...My brand new book, OCR with OpenCV, Tesseract, and Python, is for developers, students, researchers, and hobbyists just like you who want to learn how to successfully apply Optical Character Recognition to your work, research, and projects. Regardless of your current experience level with computer vision and OCR, after reading this book you …Tesseract OCR 3.02.02 API can be confusing, so this guides you through including the Tesseract and Leptonica dll into a Visual Studio C++ Project, and provides a sample file which takes an image path to preprocess and OCR. The preprocessing script in Leptonica converts the input image into black and white book-like text. image. file path, url, or raw vector to image (png, tiff, jpeg, etc) engine. a tesseract engine created with tesseract (). Alternatively a language string which will be passed to tesseract (). 20 Jan 2021 ... Tesseract Download: https://tesseract-ocr.github.io/tessdoc/Downloads.html EasyOCR GitHub: https://github.com/JaidedAI/EasyOCR Follow me on: ...Tesseract.js is an open source text recognization engine that allows us to extract text from an image. Another word for this technology is Optical Character Recognition, or OCR. OCRs work by scanning images and extracting their text as a machine-readable file.Jan 22, 2024 · Basic Tesseract Usage. Once your files are in TIFF form and the images transformed to enhance the text, you can extract the information in that file into several formats such as TXT or HTML. The code is very simple: tesseract input_file.tiff output. To create a searchable pdf you can input the same code with one change: In this article, we will learn deep learning based OCR and how to recognize text in images using an open-source tool called Tesseract and OpenCV. The method of extracting text from images is called Optical Character Recognition (OCR) or sometimes text recognition. Tesseract was developed as a proprietary software by Hewlett Packard Labs.This is a new minor version of Tesseract 5. Improvements and fixes for continuous integration, autoconf and cmake builds. Set /Os for some 32 bit MS compilers (fixes #3769 ). Improve comments and other documentation. Add initial support for Intel AVX512F. Fix for very large PDF files on 32 bit hosts (fixes #3805 ).It uses the Tesseract OCR engine, combined with modern and efficient preprocessing and analysis pipelines, to produce high quality output. The tool has been built with a focus on OCR of historical printed works, but it includes modern language options and also works well on modern printed works. Download. rescribe 1.2.0 for Windows (2024-02-16)Optical Character Recognition (OCR) can open up understudied historical documents to computational analysis, but the accuracy of OCR software varies. This article reports a benchmarking experiment comparing the performance of Tesseract, Amazon Textract, and Google Document AI on images of English and Arabic text. English …To use whitelist in a config file or using the -c tessedit_char_whitelist=... command-line switch, in the newest 4.0 version you will have to set OCR Engine mode to the "Original Tesseract only". This is because the new "Neural nets LSTM" mode doesn't respect the whitelist setting. Example of proper command-line for 4.0 version:If you would rather not get into programming, you can use Tesseract's hocr output format (read the Tesseract manual page for details). But when I created a sample hOCR output (it's an .html file), the bounding boxes and confidence levels were only available at the word level .You can get the list from tesseract --help-psm. Page segmentation modes: 0 Orientation and script detection (OSD) only. 1 Automatic page segmentation with OSD. 2 Automatic page segmentation, but no OSD, or OCR. (not implemented) 3 Fully automatic page segmentation, but no OSD.Firstly, you should install the serverless framework on your computer (follow this guide in case of any problems). npm install -g serverless. After serverless is installed, it’s time to create a new serverless project for our OCR as a service. We can use the serverless command to create a new project. serverless.Jul 30, 2020 · The Tesseract OCR application, written by Hewlett Packard, started in the 1980s as a commercial application. It was open-sourced in 2005, and it's now supported by Google . It has multi-language capabilities, is regarded as one of the most accurate OCR systems available, and you can use it for free. Preserving the structure of the document is very important to me. Currently tesseract does not preserve the structure, infact it changes the order of text. My input is the image below. and the output I am getting is as follows: Someto the left. Someto the left. Some in the middle. Some in the middle. Some with some tab.IronOCR is an advanced OCR (Optical Character Recognition) library for C# and .NET It provides Tesseract OCR on Mac, Windows, Linux, Azure and Docker for: * .NET Framework 4.6.2 + * .NET Standard 2.0 + * .NET Core 2.0 + * .NET 5 * .NET 6 * .NET 7 * .NET 8 * Mono for MacOS and Linux * Xamarin for MacOS IronOCR reads Text, …Learn how to use Tesseract, an open-source OCR engine, to extract text from images in various languages and modes. See examples of image-to-text processing with … IronTesseract is a comprehensive managed class for performing Tesseract OCR in .Net applications. IronTesseract natively supports Tesseract 3, 4 and 5 engines, and will automatically install all required binaries and language packs (tessdata) files. Tesseract OCR is an open-source project, started by Hewlett-Packard. Later Google took over development. As of October 29, 2018, the latest stable version 4.0.0 is …Jan 22, 2024 · Welcome. Tesseract is an open source optical character recognition (OCR) platform. OCR extracts text from images and documents without a text layer and outputs the document into a new searchable text file, PDF, or most other popular formats. Tesseract is highly customizable and can operate using most languages, including multilingual documents ... Global Ports Holding PLC (GPH) Trading Statement for the nine months to 31 December 2022 13-March-2023 / 07:00 GMT/BST Global Ports Ho... Global Ports Holding PLC (GPH) Trad...The ocr filter (as in Optical Character Recognition) is not documented in great detail - as is the case in several parts of the ffmpeg documentation. (On the other hand, some of the filters are extremely well-documented with several intriguing examples. ... To use the ocr filter, we need to be sure that ffmpeg was built with Tesseract enabled ...Tesseract 4 adds a new neural net (LSTM) based OCR engine which is focused on line recognition. It has unicode (UTF-8) support, and can recognize more than 100 languages.May 25, 2020 · Figure 1: Tesseract can be used for both text localization and text detection. Text localization can be thought of as a specialized form of object detection. In text detection, our goal is to automatically compute the bounding boxes for every region of text in an image: Figure 2: Once text has been localized/detected in an image, we can decode ... Make sure you read the Tesseract documentation. Search internet sources (including this group) for a solution. If you have a problem: Provide all steps (including input resources) for its replication. So not send a screenshot of the terminal - send the logs or copy text from a terminal. . For macOS users, we’ll be using Homebrew to install Tesseract: $ brew install tesseract. Figure 1: Installing Tesseract OCR on macOS. If you’re using the Ubuntu operating system, simply use apt-get to install Tesseract OCR: $ sudo apt-get install tesseract-ocr. Figure 2: Installing Tesseract OCR on Ubuntu.Optical Character Recognition (OCR) can open up understudied historical documents to computational analysis, but the accuracy of OCR software varies. This article reports a benchmarking experiment comparing the performance of Tesseract, Amazon Textract, and Google Document AI on images of English and Arabic text. English …Tesseract OCR is an open-source product that can be used for free. Compared to Azure and ABBYY, it performs better in handwritten instances and can be considered for handwriting recognition if the user cannot obtain AWS or GCP products. However, it may perform poorer in scanned images. Unlike other products, ABBYY outputs a more …The following command would give the same result as above, if eng.traineddata and osd.traineddata files are in /usr/share/tessdata directory. tesseract --tessdata-dir /usr/share imagename outputbase -l eng --psm 3. Following examples use this image which has text in multiple languages.On January 31, Resona will be reporting latest earnings.Analysts are expecting earnings per share of ¥14.92.Go here to track Resona stock price in... Resona will present their late...1 Answer. Sorted by: 1. Set preserve_interword_spaces to true to preserve multiple spaces between words. Your code might look like this: tesseract.setVariable("preserve_interword_spaces", "1"); For the command line interface use the -c switch this way: tesseract image.jpg output -c preserve_interword_spaces=1.Using Tesseract OCR with Python. by Adrian Rosebrock on July 10, 2017. Click here to download the source code to this post. Last updated on Feb 13, 2024. In … Tesseract für Windows This repository provides German documentation relating to the text recognition software Tesseract. The documentation was created in the context of the OCR-BW project. View on GitHub Tesseract für Windows 1. Installation der Software 1.1 Download von Tesseract über Windows Installer Table extraction . Multiple tables can be extracted at once from a PDF page/ an image using the extract_tables method of a document.. from img2table.ocr import TesseractOCR from img2table.document import Image # Instantiation of OCR ocr = TesseractOCR (n_threads = 1, lang = "eng") # Instantiation of document, either an image … Tesseract is a software that can recognize text in images and convert it to plain text, hOCR, PDF, TSV and ALTO formats. It supports more than 100 languages and has a neural net based OCR engine for line recognition. OCR (Optical Character Recognition) solutions powered by Google AI to help you extract text and business-ready insights, at scale.The TrOCR model is simple but effective, and can be pre-trained with large-scale synthetic data and fine-tuned with human-labeled datasets. Experiments show that the TrOCR model outperforms the current state-of-the-art models on both printed and handwritten text recognition tasks. TrOCR architecture. Taken from the original paper.24 Apr 2011 ... Tesseract-ocr: convert scanned images into editable documents on Linux · 1– Start the package manager, select and install the following software ...Tesseract output of an input text file with 5 lines of image locations. So in this case, Viral Calic is the prediction for the first image, CY am the king of the world the prediction for the ...The Tesseract optical character recognition engine (OCR) is a technology used to convert scanned paper documents, PDF files, and images into searchable text data. The OCR engine detects the characters in the image and puts those characters into words, enabling developers to search and edit the content of the document.Optical Character Recognition (OCR) can open up understudied historical documents to computational analysis, but the accuracy of OCR software varies. This article reports a benchmarking experiment comparing the performance of Tesseract, Amazon Textract, and Google Document AI on images of English and Arabic text. English …Aug 17, 2017 · Last week we released an update of the tesseract package to CRAN. This package provides R bindings to Google's OCR library Tesseract. install.packages("tesseract") The new version ships with the latest libtesseract 3.05.01 on Windows and MacOS. Furthermore it includes enhancements for managing language data and using tesseract together with the magick package. Installing Language Data The new ... While Tesseract is certainly the best OCR library available so far, Tesseract.NET SDK is one of the best ways to equip your application with text recognition capabilities. Combining easy deployment, exceptional recognition accuracy, lighting-fast OCR and variety of output options including PDF, HOCR, UNLV and plain text, Tesseract.Net SDK ...Dec 15, 2022 · All OCR actions can create a new OCR engine variable or use an existing one. You can use existing OCR engine variables in any action that offers OCR capabilities. Power Automate supports the Windows OCR and Tesseract engines. To configure the selected OCR engine, navigate to the OCR engine settings of the appropriate action. The available ... Mar 5, 2002Tesseract OCR Source: R/ocr.R. ocr.Rd. Extract text from an image. Requires that you have training data for the language you are reading. Works best for images with high contrast, little noise and horizontal text. See tesseract wiki and our package vignette for image preprocessing tips.Downloads. Source Code. Source code of Tesseract’s Releases. Binaries for Linux. Tesseract is included in most Linux distributions. Binaries for Windows. Old Downloads. …There are a number of helpful utilities for preparing document files for use in Tesseract. Many standard image manipulation tools (Adobe, for example) can be used. The list below are open source and work well on Mac environments. Installation for many can be done on the command line. Homebrew. A package manager often used for Mac.Pickleball is similar to tennis, as both sports include using a tool to hit a ball over a net. Pickleball is similar to tennis, as both sports include using a tool to hit a ball ov...Tesseract itself is free software, originally developed by Hewlett-Packard until 2006 when Google took over the development. It is arguably the best out of the box …BBX Capital News: This is the News-site for the company BBX Capital on Markets Insider Indices Commodities Currencies StocksThis repository contains the best trained models for the Tesseract Open Source OCR Engine. These models only work with the LSTM OCR engine of Tesseract 4. See the Tesseract docs for additional information. All data in the repository are licensed under the Apache-2.0 License, see file LICENSE. Best (most accurate) trained LSTM models.Tesseract 4. Tesseract is an open source OCR engine developed by Google (since 2006). The latest stable version is Tesseract 4 which is LSTM based. To recognise an image containing a single character, we typically use a Convolutional Neural Network (CNN). Text of arbitrary length is a sequence of characters, and such problems are solved using ...Using Tesseract OCR with Python. by Adrian Rosebrock on July 10, 2017. Click here to download the source code to this post. Last updated on Feb 13, 2024. In …Tesseract can then recognize text in your language (in theory) with the following: tesseract image.tif output -l lang. (Actually, you can use any string you like for the language code, but if you want anybody else to be able to use it easily, …In today’s digital age, the need for efficient and accurate file conversion tools has become increasingly important. One such tool that has gained significant popularity is the JPG...Under “System variables,” find the “Path” variable, select it, and click the “Edit” button. Click the “New” button and add the path to the Tesseract installation directory, e.g., C:\Program Files\Tesseract-OCR. Then, click “OK” to save the changes. Save at the same address as mentioned in the image.Dec 15, 2022 · All OCR actions can create a new OCR engine variable or use an existing one. You can use existing OCR engine variables in any action that offers OCR capabilities. Power Automate supports the Windows OCR and Tesseract engines. To configure the selected OCR engine, navigate to the OCR engine settings of the appropriate action. The available ... Pytesseract and tesseract-ocr are used for image to text conversion. First we need to identify the part of the image which has the table. We will use openCV for this.Feb 27, 2023 · Tesseract OCR. Tesseract is an open-source text recognition (OCR) Engine, available under the Apache 2.0 license. It can be used directly, or (for programmers) using an API to extract printed text from images. It supports a wide variety of languages. Tesseract doesn't have a built-in GUI, but there are several available from the 3rdParty page. Tesseract OCR Source: R/ocr.R. ocr.Rd. Extract text from an image. Requires that you have training data for the language you are reading. Works best for images with high contrast, little noise and horizontal text. See tesseract wiki and our package vignette for image preprocessing tips.Looking at the Scatter Plots of the different combinations of the OCR results, Figure 5, it is possible to see that there is not a clear correlation between the obtained results, exept for the pair: Azure OCR and Google OCR. In particular, although Tesseract OCR and AWS Textract perform similarly overall their results are not strongly correlated.In this video I will show you how to use a command line tool called Tesseract to extract text from an image.https://tesseract-ocr.github.io/tessdoc/Installat...TrainingTesseract. Shree Devi Kumar edited this page on Feb 3, 2021 · 13 revisions. Training Tesseract 4.0. Training Tesseract 3.03, 3.04, 3.05. Training Tesseract 3.00, 3.01, 3.02. Training Tesseract 2. Old wiki - no longer maintained. The pages were moved, see the new documentation.9 Nov 2018 ... Hello I wondering how to read more complicated text from image with Tesseract or other method. I used this script and it works with simple ...The ocr filter (as in Optical Character Recognition) is not documented in great detail - as is the case in several parts of the ffmpeg documentation. (On the other hand, some of the filters are extremely well-documented with several intriguing examples. ... To use the ocr filter, we need to be sure that ffmpeg was built with Tesseract enabled ...Tesseract is an open source text recognition (OCR) Engine, available under the Apache 2.0 license. It can be used directly, or (for programmers) using an API to extract printed …Tesseract is an open source optical character recognition (OCR) engine that supports many languages. Browse the latest releases of Tesseract OCR on GitHub, with changelogs, …Tesseract is a software that can recognize text in images and convert it to plain text, hOCR, PDF, TSV and ALTO formats. It supports more than 100 languages and has a neural net based OCR engine for line recognition. See moreThen, close and re-open your terminal for it to take effect, or just call . ~/.bashrc or export ~/.bashrc (same thing) for it to take effect immediately in your current terminal.. Place any language training data you need into this tessdata folder as well. For example, the English one is called eng.traineddata.Download it from the tessdata repository here, and move it …Under “System variables,” find the “Path” variable, select it, and click the “Edit” button. Click the “New” button and add the path to the Tesseract installation directory, e.g., C:\Program Files\Tesseract-OCR. Then, click “OK” to save the changes. Save at the same address as mentioned in the image.If you can't import then DllImport will let you call the functions in the DLL from C# code. Then you can take a look at the original executable to find clues on what functions to call to properly OCR a tiff image. C# program launches tesseract.exe and then reads the output file of tesseract.exe. string content = File.ReadAllText("out.txt");Since this is the first result on Google for tesseract recognize screenshot, let me do bit of necromancy and add a much simpler solution. Tesseract expects images at around 300 dpi or more and standard dpi for Windows is 96. Which means you need to rescale the image to 300%. After that, the results improve dramatically.
使用Tesseract-OCR在loadrunner中识别验证码，知道还有一个Tesseract-OCR可以用来识别图片上的文字(验证码)。有一个Tesseract-OCR可以用来识别图片上 …. Clasroom 6x
Tesseract OCR Source: R/ocr.R. ocr.Rd. Extract text from an image. Requires that you have training data for the language you are reading. Works best for images with high contrast, little noise and horizontal text. See tesseract wiki and our package vignette for image preprocessing tips.The following command would give the same result as above, if eng.traineddata and osd.traineddata files are in /usr/share/tessdata directory. tesseract --tessdata-dir /usr/share imagename outputbase -l eng -psm 3. Following examples use this image which has text in multiple languages.The move increases pressure on Paul Manafort, the former Trump campaign chair and Gates's mentor. Rick Gates is the latest to fall before special counsel Robert Mueller’s investiga...Tesseract can then recognize text in your language (in theory) with the following: tesseract image.tif output -l lang. (Actually, you can use any string you like for the language code, but if you want anybody else to be able to use it easily, ISO 639 is …Pytesseract is a python "wrapper" for the tesseract binary. It offers only the following functions, along with specifying flags (): get_tesseract_version Returns the Tesseract version installed in the system.; image_to_string Returns the result of a Tesseract OCR run on the image to string; image_to_boxes Returns result containing recognized characters and their …Optical Character Recognition (OCR) can open up understudied historical documents to computational analysis, but the accuracy of OCR software varies. This article reports a benchmarking experiment comparing the performance of Tesseract, Amazon Textract, and Google Document AI on images of English and Arabic text. English …Feb 14, 2024 · Combination of OCR with Web Apps. Tesseract OCR can be used as a server-side process so as to offer web applications or to improve client-side interactions. Server-side OCR Processing. A server written in Java is able to process image uploads and applies OCR via Tesseract. The following setting allows web applications to give OCR functions to ... Tesseract OCR is an optical character reading engine developed by HP laboratories in 1985 and open sourced in 2005. Since 2006 it is developed by Google. Tesseract has Unicode (UTF-8) support and can recognize more than 100 languages “out of the box” and thus can be used for building different language scanning software also.The following command would give the same result as above, if eng.traineddata and osd.traineddata files are in /usr/share/tessdata directory. tesseract --tessdata-dir /usr/share imagename outputbase -l eng -psm 3. Following examples use this image which has text in multiple languages.Nov 8, 2023 · Tesseract is different than the other OCR options on this LibGuide because you can tell it and train it to do very specific things. It may be tricky starting out, but once you start playing around with Tesseract, it offers a lot of flexibility. Email subscribers will have even more chances to save big with Mystery Coupons, up to 99% off Hotel Express Deals. Increased Offer! Hilton No Annual Fee 70K + Free Night Cert Offer...img = Image.open('sample1.jpg') pytesseract.pytesseract.tesseract_cmd = 'C:\\Program Files (x86)\\Tesseract-OCR\\tesseract.exe' result = pytesseract.image_to_string(img) tesseract.exe executable has to be appended to pytesseract.pytesseract.tesseract_cmd. fyi, earlier I also gave full rights to Tesseract-OCR folder but it may not be requiredOct 2, 2023 · Tesseract 4 adds a new neural net (LSTM) based OCR engine which is focused on line recognition. It has unicode (UTF-8) support, and can recognize more than 100 languages. The Insider Trading Activity of Manelis Michael L on Markets Insider. Indices Commodities Currencies StocksAmazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, layout elements, and data from scanned documents. It goes beyond simple optical character recognition (OCR) to identify, understand, and extract specific data from documents. Today, many companies manually extract data from scanned documents …Our multi-column OCR algorithm works by: Detecting tables of text in an input image using gradients and morphological operations. Extracting the detected table. Using Tesseract (or equivalent) to localize text in the table and extract the bounding box (x, y) -coordinates of the text in the table.Tesseract is a tool originally developed by Hewlett Packard between 1985 and 1994, with some changes made in 1996 to port to Windows, and some C++izing in 1998. Tesseract became open-source by HP in 2005, and Google has been further developing it since 2006. Tesseract recognizes and reads the text present in images.Feb 14, 2024 · Combination of OCR with Web Apps. Tesseract OCR can be used as a server-side process so as to offer web applications or to improve client-side interactions. Server-side OCR Processing. A server written in Java is able to process image uploads and applies OCR via Tesseract. The following setting allows web applications to give OCR functions to ... Mar 5, 2002Have you ever needed to extract text from an image, maybe you took a screenshot of something or you need to get a transcript of a meme, well luckily for you ...A simple, Pillow-friendly, wrapper around the tesseract-ocr API for Optical Character Recognition (OCR). tesserocr integrates directly with Tesseract's C++ API using Cython which allows for a simple Pythonic and easy-to-read source code. It enables real concurrent execution when used with Python's threading module by releasing the GIL while ….