A Screen Translator/OCR Translator made by using Python and Tesseract, the user interface are made using Tkinter. All code written in python.

Related tags

Computer Visionpythonocrtranslatetesseract-ocrtkinter-python
Overview

About

An OCR translator tool. Made by me by utilizing Tesseract, compiled to .exe using pyinstaller. I made this program to learn more about python.

Inspired by Visual Novel Reader (VNR), Visual Novel OCR, and QTranslate

Requirements

For User

  • tesseract, You only need to install it and its language tessdata
  • Internet connection Obviously

For Dev

  • Python 3.5+, checked using vermin (I am using python 3.9.6)
  • Libraries from python: os, sys, functools, json, webbrowser, subprocess, datetime, Mbox, tkinter, pathlib, asyncio
  • External libraries: pyperclip, pytesseract, pyautogui, pillow, deepl_scraper_pp, deep_translator, keyboard

You can install them by running pip_install.bat or by installing them yourself, full details are located at requirements.txt.
*If i miss anything please let me know.

Tutorial on How To Install and Setup

For User

  1. Download the latest release of this program

  2. Install tesseract, make sure to select install all language pack when prompted

  3. Open the ScreenTranslate.exe

  4. Check settings, make sure tesseract location is correct

  5. Set monitor scaling to 100% so that image is captured accurately (If scaling is not set to 100% you will need to set offset in setting) (Recommended)

  6. Set offset if on multiple monitors. (Optional)

  7. Try capturing image and see if it works or not, if it doesn't, go check the image captured in img_cache folder. If it still doesn't work, try to change the offset.

  8. Now that you have set everything, the app should be ready. Feel free to submit new issue on the github repository if you encounter any bugs.

For Dev

  1. Clone the repo or download the source code of the latest release

  2. Install tesseract, make sure select install all language pack when prompted

  3. Install all the dependencies used for the project

  4. Run and test the source code

  5. If everything works, you can run the app normally running the ScreenTranslate.py file or using the TempRun.bat

if everything works and you have a suggestion or improvement, you can submit a pull request on the github repository. I will check if it's a good idea to add it.

How To Compile It To .exe Yourself

You can use p2exe or many other stuff. I use pyinstaller to compile it.
Command used are

# On Source Code Directory
pyinstaller ScreenTranslate.spec

Read this stackoverflow post to learn more on how to do it.

Tutorial on How To Use

  1. Select Language
  2. Translate or Capture Image using the capture window
  3. Set hotkeys and delays as needed
  4. Set offset if needed (Usually when scaling is not 100% or when using multiple monitors)
  5. Done

Disclaimer

This is a free open source software, you can use it for any purpose. However, I am not responsible for any damage caused by this software. Use it at your own risk. (Not that it will do anything to you, it's just a tool to help you translate text lol)

This is also non profit, I gain no money from creating this.

Comments
  • Thank you for creating the software. But can you help me to solve the following problems.

    Thank you for creating the software. But can you help me to solve the following problems.

    I tried translating the game tales of arise. doesn't seem to work well with large fonts. And often appear "Please enter some text". Does (Opacity) affect the effectiveness of text detection in the game? How should I adjust the Offset X , Y , W , H, for the software to work best image

    opened by nonamebatbai 25
  • Multiple improvements, view comment

    Multiple improvements, view comment

    • Add hotkey for capture and translate
      • Uses python module 'keyboard'
      • Example: Set hotkey to 'Enter' such that pressing enter can both advance the VN and capture
      • User is able to set the hotkey in settings by pressing button and press desired hotkey
    • Instead of reading Setting.json everytime the screen is captured, cached settings in memory is read to reduce read from hard drive
    • Auto copy resource and user_manual from source through .spec file; Removed redundant files from copy_after_compiling
    • Fix typo
    • Add files to .gitignore
    opened by laggykiller 8
  • Changing directory structure

    Changing directory structure

    • Change directory structure
    • Use os.path.join() instead of string joining for handling paths
    • Use variables of paths instead of joining path everytime it is used
    opened by laggykiller 4
  • i have an idea

    i have an idea

    hfg

    pretty good results. so my idea is you can create an extra window. and darken the surroundings. to see the text better and the "Text Capture Area" will work better and the "Text Capture Area" window must be overlaid on the new window to darken the surroundings to work properly. hfg12 I darkened the "Text Capture Area" and used "Capture Area Settings" to translate and got the exact same result as the picture above.

    opened by nonamebatbai 3
  • Can you add more OCR engines to your software?

    Can you add more OCR engines to your software?

    Untitled This dialogue with black border translates very accuratel Untitled1 y or the dark scene, the translation is also very accurat Untitled 2 e but the light scene cannot be translated. Can you solve this problem? Why does the software not work when the scene is bright?

    opened by nonamebatbai 3
  • thank you very much

    thank you very much

    thank you very much . The software is considered complete. I'm so grateful for your hard work to create great software like this. And this is also the last version you updated?

    opened by nonamebatbai 0
Releases(V1.8.5)
Owner
Fauzan F A
An Informatics Engineering Student at UIN Syarif Hidayatullah Jakarta
Fauzan F A
GitHub Repository
([email protected]) Boosting Co-teaching with Compression Regularization for Label Noise

Nested-Co-teaching ([email protected]) Pytorch implementation of paper "Boosting Co-tea

YINGYI CHEN 41 Jan 03, 2023
A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

awesome-deep-text-detection-recognition A curated list of awesome deep learning based papers on text detection and recognition. Text Detection Papers

2.4k Jan 08, 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
Some bits of javascript to transcribe scanned pages using PageXML

nashi (nasḫī) Some bits of javascript to transcribe scanned pages using PageXML. Both ltr and rtl languages are supported. Try it! But wait, there's m

Andreas Büttner 15 Nov 09, 2022
Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.

Handwritten Line Text Recognition using Deep Learning with Tensorflow Description Use Convolutional Recurrent Neural Network to recognize the Handwrit

sushant097 224 Jan 07, 2023
Visual Attention based OCR

Attention-OCR Authours: Qi Guo and Yuntian Deng Visual Attention based OCR. The model first runs a sliding CNN on the image (images are resized to hei

Yuntian Deng 1.1k Jan 02, 2023
A Screen Translator/OCR Translator made by using Python and Tesseract, the user interface are made using Tkinter. All code written in python.

About An OCR translator tool. Made by me by utilizing Tesseract, compiled to .exe using pyinstaller. I made this program to learn more about python. I

Fauzan F A 41 Dec 30, 2022
A curated list of papers, code and resources pertaining to image composition

A curated list of resources including papers, datasets, and relevant links pertaining to image composition.

BCMI 391 Dec 30, 2022
Handwritten Text Recognition (HTR) system implemented with TensorFlow (TF) and trained on the IAM off-line HTR dataset. This Neural Network (NN) model recognizes the text contained in the images of segmented words.

Handwritten-Text-Recognition Handwritten Text Recognition (HTR) system implemented with TensorFlow (TF) and trained on the IAM off-line HTR dataset. T

27 Jan 08, 2023
One Metrics Library to Rule Them All!

onemetric Installation Install onemetric from PyPI (recommended): pip install onemetric Install onemetric from the GitHub source: git clone https://gi

Piotr Skalski 49 Jan 03, 2023

Installations for running keras-theano on GPU Upgrade pip and install opencv2 cd ~ pip install --upgrade pip pip install opencv-python Upgrade keras

Berat Kurar Barakat 14 Sep 30, 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
Total Text Dataset. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind.

Total-Text-Dataset (Official site) Updated on April 29, 2020 (Detection leaderboard is updated - highlighted E2E methods. Thank you shine-lcy.) Update

Chee Seng Chan 671 Dec 27, 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
BoxToolBox is a simple python application built around the openCV library

BoxToolBox is a simple python application built around the openCV library. It is not a full featured application to guide you through the w

František Horínek 1 Nov 12, 2021
Creating of virtual elements of the graphical interface using opencv and mediapipe.

Virtual GUI Creating of virtual elements of the graphical interface using opencv and mediapipe. Element GUI Output Description Button By default the b

Aleksei 4 Jun 16, 2022
A python program to block out your face

Readme This is a small program I threw together in about 6 hours to block out your face. It probably doesn't work very well, so be warned. By default,

1 Oct 17, 2021
A simple document layout analysis using Python-OpenCV

Run the application: python main.py *Note: For first time running the application, create a folder named "output". The application is a simple documen

Roinand Aguila 109 Dec 12, 2022
Text layer for bio-image annotation.

napari-text-layer Napari text layer for bio-image annotation. Installation You can install using pip: pip install napari-text-layer Keybindings and m

6 Sep 29, 2022
MONAI Label is a server-client system that facilitates interactive medical image annotation by using AI.

MONAI Label is a server-client system that facilitates interactive medical image annotation by using AI. It is an open-source and easy-to-install ecosystem that can run locally on a machine with one

Project MONAI 344 Dec 23, 2022