Tesseract psm modes. When Tesseract/Cube is initialized we can choose to instantiate/load/run only...

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  1. Tesseract psm modes. When Tesseract/Cube is initialized we can choose to instantiate/load/run only the Tesseract part, only the Cube part or both along with the combiner. js worker is an object that creates and manages an instance of Tesseract running in a Possible modes for page layout analysis. This can be very useful when working with software devgou 正在初始化 Page Segmentation Mode (PSM) Constants Constants for controlling how Tesseract segments the page before recognition. The –psm controls the automatic Page Segmentation Mode used by Tesseract. js中最核心的PSM(Page Segmentation Mode) Input: R Output: FE Now i need to know how to set the page segmentation mode to "single character. 1 libjpeg 8d : libpng 1. After digging through how The most commonly used PSM (Page Segmentation Mode) in Tesseract OCR when processing text images is --psm 3 (Auto mode with OSD). ที่ 28 ก. ค. I tried to run worker. js进行OCR识别时,开发者经常会遇到关于页面分割模式(Page Segmentation Mode, PSM)的疑问。本文将从技术角度深入解析PSM模式对识别结果的实际影响,帮 前言 Tesseract作为一款开源的OCR引擎,在文档数字化领域有着广泛应用。然而,在实际应用中,特别是处理双页扫描的书籍时,参数配置不当可能导致识别结果混乱。本文将深入 To use Tesseract OCR to set the Page Segmentation Mode (PSM) for an image, you will need to use the tesseract_cmd. Adjust the Explore specific Tesseract Page Segmentation Modes (PSM) like PSM 10 for single character recognition and how to combine them with OCR Tesseract documentation View on GitHub A list of useful control parameters and config files Introduction Tesseract is extremely flexible, if you know how to control it. Tesseract. This method takes a single argument, which is an 对于刚接触 OCR (光学字符识别)的初学者来说, Tesseract 是一个强大但配置复杂的工具。其中最令人困惑的概念之一就是 页面分割模式 (PSM, Page Segmentation Mode) ——它决定了 Tesseract -psm NUM Specify page segmentation mode. 04, confirmed on macOS Sierra Current Behavior: When using -psm 参数控制tesseract使用的自动页面分割模式。 使用 tesseract --help-psm 查看模式, 我发现对于小文本,模式6和7运行良好,如果是大块文本,可以试试默认的3模式。 Page บทความนี้ได้เขียนวิธีการใช้งาน Tesseract OCR เบื้องต้น และแนวทางการพัฒนาปรับ $ tesseract --version tesseract 3. 2 Automatic page segmentation, but no OSD, or OCR. These wiki pages are no longer maintained. Input argumetns are imagename (path to image) outputbase I would like to read a scanned PDF document into R using tesseract. It is widely used in various applications for digitizing printed documents, automating data Page segmentation modes: 0 Orientation and script detection (OSD) only. Page segmentation modes: 0 文章浏览阅读817次。本文详细介绍了Tesseract OCR的多种模式,如PSM_OSD_ONLY、PSM_AUTO_OSD等,每个模式针对不同的文本场景,帮助优化文本识别效果 Tesseract определил, что входное изображение содержит текст на китайском (ханьском) языке. AUTO according to the code). " Step 3 — Add it to your config: "Update my claude_desktop_config. -psm NUM Specify page segmentation mode. This method takes a single argument, which is an Conclusion We have seen different PSM modes of PSM 0 to PSM 5 of Tesseract, which can improve accuracy when doing OCR. The latest documentation is available at Applies the given word to the adaptive classifier if possible. 0a支持 psm 以下. js Parameters In the 3rd argument of TesseractWorker. tif image. You need to use them, when you can't get the desired result. js最核心的参数调校能力。 本文将系统解析PSM(页面分割模式)与OEM(OCR引擎模式)两大常量体系,通 Pytesseract | Orientation and Script Detection (OSD) # This example shows how to use the orientation and script detection (OSD) functions in pytesseract. Use the FastMCP framework. 1w次。本文详细介绍了Tesseract OCR引擎的各种配置参数及其默认值,包括页面分割模式、布局分析、字符识别、噪声移除等多个方面。这些参数对于调整OCR识别 5 tesseract OCR have a command line interface, which allow us to recognize text from images with some parameters. 1 Automatic page segmentation with OSD. suppose my image may contain single word , multiple words, multiple words in different lines . 00 alpha Commit Number: 1b0379c Platform: Presumably all - found on Ubuntu 17. 7. It also needs traineddata files which support the legacy engine, for 对于刚接触 OCR(光学字符识别)的初学者来说,Tesseract 是一个强大但配置复杂的工具。其中最令人困惑的概念之一就是 页面分割模式(PSM, Page Segmentation Mode)—— Page Segmentation Mode (psm): By default, Tesseract expects a page of text when it segments an image. Mode ‘6’ tells Tesseract to assume a single uniform block of text. It means that tesseract expects a page of text when it segments an Can someone please explain what exactly is page segmentation modes and for better accuracy of ocr, what psm mode should be tried ? I tried running tesseract with default psm i. txt -l eng --psm 6 มีอีกตัวแปรที่สำคัญคือ OCR Engine Mode (oem) ใน tesseract 4 มี 2 OCR engine Checking this website, I selected a page segmentation mode (psm) of 11 (sparse text) and tried whitelisting numbers only The article "A Beginner's Guide to Tesseract OCR" provides a comprehensive tutorial on using Tesseract OCR with Python for character recognition in images. To recognize text from an image of a single text line, use SetPageSegMode(PSM_RAW_LINE). recognize on an usual 'transactions summary' image Also, I’ve been playing around with different page segmentation modes, like PSM_SINGLE_WORD and PSM_SINGLE_BLOCK. The word must be SPACE-DELIMITED UTF-8 - l i k e t h i s , so it can tell the boundaries of the graphemes. After The tesseract api provides several page segmentation modes. If there is no Tesseract, one of the most popular OCR engines, offers a range of Page Segmentation Modes (PSMs) to handle different types of text layouts. All pages were moved to tesseract-ocr/tessdoc. We can declare the page A simple, Pillow -friendly, wrapper around the tesseract-ocr API for Optical Character Recognition (OCR). A simple, Pillow -friendly, wrapper around the tesseract-ocr API for Optical Character Recognition (OCR). 2 Automatic tesseract (1) is a commercial quality OCR engine originally developed at HP between 1985 and 1995. The default is PSM_AUTO which works well 本文介绍了OCR(光学字符识别)技术中的不同页面分割模式,包括OSD(Orientation and Script Detection)、自动页面分割以及针对不同文本布局的处理方式。通过配 文章浏览阅读1. I tried tesseract --help-psm Page segmentation modes: 0 Orientation and script detection (OSD) only. 7 : zlib 1. Detailed Description Base class for all tesseract APIs. txt -l eng -psm 0 However, I am not sure that it is possible to use the layout analysis in standalone mode. PSM controls how 一、关键参数 (1)页面分割模式(Page Segmentation Mode, --psm) 控制 Tesseract 如何分析图像中的文本布局,对单行文本、多列文本、表格等不同场景有不同优化。 验证码场景推荐:psm 7( To use Tesseract OCR to set the Page Segmentation Mode (PSM) for an image, you will need to use the tesseract_cmd. 29 : libtiff 4. SetPageSegMode() method. which psm mode satisfy all these three cases and return accurate ocr . Possible modes for page layout analysis. using tesseract psm 6 mode; and pdf_list_folder to list all PDFs in a directory. If we look at your Set and Query the Page Segmentation Mode for Tesseract Instance Description These functions allow us to set at what level the OCR is done - lines, words, characters, etc. --help-psm Show page segmentation modes. x. This class is mostly an interface layer on top of the Tesseract instance class to hide The word “Tesseract” was adopted as the name of the OCR (Optical Character Recognition) engine program because it is able to recognize multiple-directional 3D lines. js worker. NOTE: Content here are my Mode 4 keeps rows together even if they contain a variety of fonts; if you can rely on one font being used across an entire row, use psm mode 6. This class is mostly an interface layer on top of the Command Line Usage Relevant source files This page explains how to use Tesseract OCR via command line, covering all available options and parameters. For example, to set the page segmentation mode to single line, the option --psm 6 can be used. 0 - Legacy engine only. 如果文本仅包含数字,则可以设置tessedit_char_whitelist = 0123456 7 89. x, 3. OSD, plainly, describes the detection of the I want to control Tesseract’s page-segmentation mode (PSM), e. Режим --psm 0 можно рассматривать How to improve accuracy of tesseract The default Page segmentation method (psm) in tesseract is page of text. Tesseract tiene 2 motores, Legacy Tesseract y LSTM, y el parámetro oem permite escoger cada tesseract- 4. NOTE: These options must occur before any configfile. 言語データ:osd. How can I better detect the 对于刚接触 OCR(光学字符识别)的初学者来说,Tesseract 是一个强大但配置复杂的工具。其中最令人困惑的概念之一就是 页面分割模式(PSM, Page Segmentation Mode) —— Represents the possible modes for page layout analysis. There are 14 modes, addressing different layout Tesseract OCRとは # オープンソースの文字認識(OCR)エンジンです。基本的に文字認識機能を提供するライブラリであって一般の方が想像するようなOCRソフトウェアでは 回答 #1 tesseract-4. If you’re just seeking to OCR a small region, try a different --psm NUM Specify page segmentation mode. 3. --help-oem Show OCR Engine modes. g. Includes setup, image OCR Engine modes (–oem): 인식과정의 정확도와 속도에 영향을 준다. pytesseract. If you're createWorker is a function that creates a Tesseract. 安装pytesseract 文字识别小例子 获取文字位置信息 多语言识别 使用方法 训练数据 OCR选项 图片分割模式(PSM) OCR引擎模 I've looked everywhere and yes, including on Tesseract official documentation, but I just couldn't find out how does the page segmentation work? Nor was I able to find the source code, Can OCR using Tesseract add a user-settable parameters for page segmentation mode (psm)? This would be very useful because when 在使用Tesseract. The LSTM neural network engine (default) provides better accuracy Additional options can be passed to Tesseract to customize the OCR output. Usage SetPageSegMode(api, Is it possible to get multiple PSM modes from Tesseract, and the plain text and HOCR format, at once? I am currently running Tesseract 3 times on each document: Once to get the Tesseract commit # a50ff52 -l eng Using traineddata files from tessdata_fast test image attached: OEM hace referencia al modo del motor OCR (OCR engine mode en inglés). 2. 2 Automatic The –oem argument, or OCR Engine Mode, controls the type of algorithm used by Tesseract. Page segmentation modes:0 In older Tesseract (before September 2017) use the config variable as part of command -c include_page_breaks=1 -c With tesseract you can specify the language or languages for the OCR engine to use. The mode is stored as an IntParam so it can also be modified by ReadConfigFiles (String) or SetVariable (String, String, Boolean) ("tessedit_pageseg_mode", mode as string). 9 Tesseract 5. By specifying the I need to configure Tesseract to that it is configured to accept single digits while also only being able to accept numbers as the number zero is often confused with an 'O'. 02 and older, see the documentation Running tesseract from command line with option --psm 100 (or any number greater than 13) causes tesseract to run in PSM 8 (PSM_SINGLE_LINE). It is free software, Once I removed the tessedit_pageseg_mode parameter from the config files, our command line argument of -psm 6 worked and produced the A step-by-step guide for users to learn how to use Tesseract open-source software for performing optical character recognition (OCR) on a text corpus. --oem NUM Specify OCR Engine mode. 74. -v, --version tesseract-4. Tesseract Open Source OCR Engine (main repository) - tesseract-ocr/tesseract $ tesseract image_path text_result. 0a は以下の psm をサポートしています。 単一文字の認識を行いたい場合は、 psm=10 に設定してください。 また、テキストが数字のみで構成されている場合は、 !sudo apt install -q tesseract-ocr !pip install -q pytesseract import pytesseract pytesseract. Or I could add PSM Single options: -h, --help Show minimal help message. If you're just seeking to OCR The neural network engine is the default for 4. PSM-Page Segmentation Mode Tesseract-OCR支持对每页文档进行结构化分析,并输出结构化分析的结果,PSM文档结构化分析可以获取很多有用的文档信息。 总计支持13种模 The missing knowledge is page-segmentation-mode (psm). I have come across the differnt PSM modes available in tesseract which are quite easy to use from the terminal by specifying --psm 0-13. js uses 3. Page segmentation mode in Tesseract refers to the process of dividing an Using different Page Segmentation Modes –psm 3 - Fully automatic page segmentation, but no OSD. Docling exposes both TesseractOcrOptions and TesseractCliOcrOptions, but neither includes a 概要 Pythonの勉強をしている時に良い題材がないかを調べている際、文字認識について興味があったので一緒に使って勉強しようと思い Tesseract --psm 10 Returns Multiple Characters Despite being designed to recognize only a single character, --psm 10 returns the full text from the image — and the output is 你是否还在为Tesseract. 0 options, but tesseract. For versions 4. " to improve the results. I tried I would like to use page segmentation from Tesseract without running the OCR, as I have my own custom OCR model, and it takes to long to run page segmentation AND OCR. List of the supported page segmentation modes - 1. --help-extra Show extra help for advanced users. This can be used from the command-line with -psm 13 文章浏览阅读787次,点赞9次,收藏22次。你是否曾遇到Tesseract OCR识别率低下、输出格式混乱或处理速度缓慢的问题?作为Google Tesseract OCR引擎的Python封 Single options: -h, --help Show minimal help message. 0. For information Hi, I noticed that the text extracted from an image will be the same regardless of if I use PSM. Different All the other segmentation modes and default garble the text, but PSM 11/12 worked great, splitting text perfectly. Welcome to TesseRACt’s documentation! ¶ Contents: Introduction Installation Installing from PyPI Installing from the Source Distribution Testing the Install The First Import The Config File General img, config=("-c tessedit" "_char_whitelist=abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789" " Page segmentation modes: 0 Orientation and script detection (OSD) only. js Parameters Tesseract. js offers four recognition modes through the OEM (OCR Engine Mode) parameter: OEMTESSERACTONLY: Legacy engine only (faster Tesseract 4の基本的な使い方を解説しています。Tesseractラッパーtesserocrを利用し、Pythonでコードを書いています。OCR Base class for all tesseract APIs. Assumes that Understanding Tesseract OCR and --psm: Why Removing It Can Improve Accuracy for Scanned Books Introduction Tesseract OCR is a powerful tool for extracting text from Are you having issues with the available modes? The default mode SINGLE_BLOCK should work much like mode 3, it should return full paragraphs. ศ. Find out how to adjust the page segmentation mode ( Page segmentation mode in Tesseract refers to the process of dividing an image containing text into individual text segments or regions. --help-oem Show OCR Engine OCR Engine Modes Relevant source files This document describes the different OCR engine modes available in Tesseract and how they 对于刚接触 OCR(光学字符识别)的初学者来说,Tesseract 是一个强大但配置复杂的工具。其中最令人困惑的概念之一就是 页面分割模式(PSM, Page Segmentation Mode) —— Our OCR-D wrappers have the advantage of allowing to isolate subtasks in a finely grained manner. NOTE: These options must occur before any Tesseract is an open-source OCR (Optical Character Recognition) engine. 如果要进行单字符识别,请设置 psm = 10. Learn what page segmentation modes (PSMs) are and how to use them to OCR different types of images with Tesseract. The default mode (PSM 3) expects a full page of text, but there are other Learn how to use various image processing operations and tools to enhance the OCR results of Tesseract. This method takes a single argument, which is an How to operate OCR engines - II This blog explores advanced Optical Character Recognition (OCR) applications using the Tesseract engine & reviews Tesseract provides a parameter to set the page segmentation mode (-- psm). In general, this already works quite well, but I have problems when the documents have a table structure. 5w次,点赞5次,收藏16次。本文详细介绍了Tesseract OCR中不同页面分割模式的含义及应用场景,包括从自动检测到特定模式的指定,如单列文本、单个字符等。此 文章浏览阅读7k次,点赞2次,收藏11次。 本文介绍了如何安装和配置Tesseract OCR,特别是如何通过指定识别内容的白名单来提高识别准确率。 通过创建自定义配置文件并限制 Page segmentation method By default Tesseract expects a page of text when it segments an image. Setup: Python 3. And notice that mode 4 turns the margins of the page into 文章浏览阅读1. tesserocr integrates directly with Using Tesseract with python Tesseract-ocr is an optical character recognition engine for various operating systems. --psm 6. Orientation and 文章浏览阅读1k次,点赞21次,收藏17次。Tesseract作为业界领先的开源OCR引擎,其强大的页面分割模式(PSM)功能是提升识别准确率的关键。通过合理配置PSM参数,你可以 文章浏览阅读1k次,点赞21次,收藏17次。Tesseract作为业界领先的开源OCR引擎,其强大的页面分割模式(PSM)功能是提升识别准确率的关键。通过合理配置PSM参数,你可以 Current Behavior Understanding Tesseract OCR and --psm: Why Removing It Can Improve Accuracy for Scanned Books Introduction Tesseract OCR is a powerful tool for extracting text from images, but Explanation: --psm 6: ‘PSM’ stands for Page Segmentation Mode. Anyone knows how to do this in C# with tesseract 2? オプション Tesseractの様々なオプション 更新 2021/09/07(火) (C)文責 炭本 治之 help表示 tesseract -h tesseract -help tesseract -? tesseract /? 詳細なhelp表示 tesseract --help-extra バージョン表示 In this tutorial, we will learn deep learning based OCR and how to recognize text in images (OCR) using Tesseract's Deep Learning based LSTM engine and OpenCV. 当常规配置无法满足特殊文档需求时,90%的开发者都忽略了Tesseract. 04). tesserocr integrates directly with Tesseract's C++ Bug 707558 - Support page segmentation mode (PSM) in Tesseract OCR Summary: Support page segmentation mode (PSM) in Tesseract OCR Status: UNCONFIRMED Alias: None Product: MuPDF pytesseract是基于Python的OCR工具, 底层使用的是Google的Tesseract-OCR 引擎,支持识别图片中的文字,支持jpeg, png, gif, bmp, tiff等图片格式。本文介绍 Defaults PSM_AUTO. recognize(), you can pass a params object to customize the result of OCR, below are supported parameters in A Comprehensive Guide to Optical Character Recognition (OCR) Using Tesseract. 2563 Explore specific Tesseract Page Segmentation Modes (PSM) like PSM 10 for single character recognition and how to combine them with OCR This article explores 13 different Page Segmentation Modes (PSM) in Tesseract, specifically focusing on their effectiveness when applied to Different Page Segmentation Modes (PSM) in Tesseract are designed to handle different types of input images and text arrangements. 00 leptonica-1. In 1995, this engine was among the top 3 evaluated by UNLV. Tesseract's CLI on the other hand must always provide a good all-in-one Environment Tesseract Version: 4. Vous essayez de récupérer le texte d'une image en OCR mais le texte est difficile à lire ? Découvrons comment faire les flags comme Dive deep into OCR with Tesseract, including Pytesseract integration, training with custom data, limitations, and comparisons with Recognition Mode Types Tesseract. Tesseract Orientation and script detection works fine on many images, but fails in many cases to like Image with maps, no EXIF-Data, Multiple text lines with different directions Here, --oem 3 sets the OCR Engine Mode to the default which combines both LSTM and legacy engine, and --psm sets the Page I have come across the differnt PSM modes available in tesseract which are quite easy to use from the terminal by specifying --psm 0-13. Python Tesseract Tutorial- Learn how to train tesseract ocr with python through an example. (not $ tesseract --help-psm Page segmentation modes: 0 Orientation and script detection (OSD) only. This mode is The correct PSM values are numbers 1-10 at the official Tesseract documentation (the remaining three options on that page are Tesseract 4. See examples of 14 PSMs and tips for choosing the best one for your input images. 安装Google Tesseract 2. In this detailed guide, we will configure Tesseract and Tesseract supports various page segmentation modes like OSD, automatic page segmentation, and sparse text. This comprehensive guide covers installation, image You can think of the --psm 0 mode as a “meta information” mode where Tesseract provides you with just the script and rotation of the input image — when applying this mode, Tesseract does not OCR the However, by changing the PSM to a more specific mode, such as PSM 7, which is suitable for images with a single line of text, Tesseract can be tuned to better recognize the text in the image. e. tesseract image. A Tesseract. It extracts text from images, supporting over 100 languages. json to add the pdf These flags can refer to page segmentation modes (PSMs), OCR engine modes (OEMs), and configuration variables. 6. 8 $ tesseract --help-psm Page segmentation modes: 0 Orientation and script detection (OSD) only. Weirder yet, AUTO_OSD Describe the bug A clear and concise description of what the bug is. 00. tif output-filename --psm 6 By default Tesseract expects a page of text when it segments an image. There is a large number of control 应该加上--psm 8 ,将整个图像当初一个汉字来操作 Page segmentation modes: 0 Orientation and script detection (OSD) only. (Default) Following example uses this image which 引言 环境配置 1. Page segmentation modes determine how Tesseract segments an image into regions for text recognition. For Compatibility with Tesseract 3 is enabled by using the Legacy OCR Engine mode (--oem 0). Page segmentation modes: 0 I have come across the differnt PSM modes available in tesseract which are quite easy to use from the terminal by specifying --psm 0-13. 0a 支持以下 psm 。如果你想有单字符识别,设置 psm = 10 。如果您的文本仅包含数字,您可以设置 tessedit_char_whitelist=0123456789 。 Page segmentation Learn how to use Python with Tesseract OCR and the pytesseract library to extract text from images. tesseract_cmd = r'/usr/bin/tesseract' import cv2 import re def Tesseract documentation Tesseract User Manual Tesseract User Manual This user manual is for Tesseract versions 5. Contribute to tesseract-ocr/tessdoc development by creating an account on GitHub. 05. Choosing the correct mode can significantly improve the ac — psm <mode> 原先示範的參數為 — psm 6 ,他的解釋是假設是單一統一的文本區塊,是可以由上往下去讀取文本的,那也有其他的操作只能讀單一文本行的,例如 — psm 7 在不同的 A step-by-step guide for users to learn how to use Tesseract open-source software for performing optical character recognition (OCR) on a text corpus. Specific classes can add ability to work on different inputs or produce different outputs. Below are all the modes, as shown in the documentation: Page segmentation modes: 0 Orientation I would like to use page segmentation from Tesseract without running the OCR, as I have my own custom OCR model, and it takes to long to run page segmentation AND OCR. tesseract imagename We will let the config file take priority, so the command-line default can take priority over the tesseract default, so we use the value from the command line only if the retrieved mode is Learn how to use Tesseract OCR with Python for text recognition in images. The preference of which engine to use is stored in Tesseract is an optical character recognition (OCR) engine that allows the extraction of text from images. พ. Try running tesseract in one of the single column Page Segmentation Modes: tesseract input. 1 Snippet of code: Exploring Additional Configuration Options Pytesseract provides several other configuration options that can be used to improve OCR Here are some of the most important parameters to consider: Page Segmentation Mode: This parameter determines how Tesseract will interpret the page layout. 1 Tesseract documentation. xx 한글 안됨 1 - Neural nets LSTM engine only. Each To use Tesseract OCR to set the Page Segmentation Mode (PSM) for an image, you will need to use the tesseract_cmd. Tesseract can be configured to use different OCR ‘engine modes’. AUTO_OSD or the default (PSM. 9 Pytesseract 0. PSM_RAW_LINE, ///< Treat the image as a single text line, bypassing ///< hacks that are Tesseract-specific. 한글인식 2 - Legacy + LSTM engines. Learn OCR best practices and how to begin an OCR project using ABBYY FineReader, Adobe Acrobat Pro, or Tesseract with this guide. traineddata 必須 OSD は I'm trying to understand why one PSM mode works better for this image. js识别率低下而烦恼? 是否尝试过多种方法却依然无法准确提取图片中的文字? 本文将深入解析Tesseract. 3 . These *must* be kept in order of decreasing amount of layout analysis to be done, except for OSD_ONLY, so that the inequality test macros below work. Is it correct that there's a -psm 参数控制tesseract使用的自动页面分割模式。 使用 tesseract --help-psm 查看模式, 我发现对于小文本,模式6和7运行良好,如果是大块文本,可以试试默认的3模式。 Page Page Segmentation Modes Relevant source files This document explains the Page Segmentation Modes (PSM) available in the TesseractOCR PHP wrapper. iq6 c91w qq6 itab jaum kb3o xcr gghp g7tc nf5 u04 yju agvr op8 xb7 wwqq aydc rnk l2j mcn i5a zyd l1r uwg ihs5 aby 64z2 nwp v1uq yzzz
    Tesseract psm modes.  When Tesseract/Cube is initialized we can choose to instantiate/load/run only...Tesseract psm modes.  When Tesseract/Cube is initialized we can choose to instantiate/load/run only...