Public | Automated Build

Last pushed: 3 months ago
Short Description
run a tesseract server
Full Description

tesseract-web-service

An implementation of RESTful web service for tesseract-OCR. The HTTP server is implemented using tornado. A Docker Container has been created to let you run this service without any installation efforts!

As of tesseract-ocr version 3.02.02, it provides a C-API.
Now while calling the "Fetch Image From URL" API, operations are done in memory for better performance. No file I/O is required. The python implementation of C API wrapper using ctypes can be found in tesseractcapi.py. Bulk processing is planned to appear in the future version.

A full list of C APIs supported in tesseract-ocr version 3.02.02 is at here with detailed signatures and comments.

Support two APIs with GET and POST

Upload Image File: /upload
Fetch Image From URL: /fetchurl

Tesseract Installation on Ubuntu 12.04 LTS

Python Requirement

version >= 2.7

Install tornado, PIL image library and other required packages by apt-get.

sudo apt-get update && sudo apt-get install -y \
    autoconf \
    automake \
    autotools-dev \
    build-essential \
    checkinstall \
    libjpeg-dev \
    libpng-dev \
    libtiff-dev \
    libtool \
    python \
    python-imaging \
    python-tornado \
    wget \
    zlib1g-dev

You need to compile and install leptonica and the latest version (3.02.02) of tesseract-ocr manually to support C API. More details can be found at this wiki. Here is an example on Ubuntu 12.04 LTS:

mkdir ~/temp \
    && cd ~/temp/ \
    wget http://www.leptonica.org/source/leptonica-1.69.tar.gz \
    && tar -zxvf leptonica-1.69.tar.gz \
    && cd leptonica-1.69 \
    && ./configure \
    && make \
    && checkinstall \
    && ldconfig


cd ~/temp/ \
    && wget https://tesseract-ocr.googlecode.com/files/tesseract-ocr-3.02.02.tar.gz \
    && tar xvf tesseract-ocr-3.02.02.tar.gz \
    && cd tesseract-ocr \
    && ./autogen.sh \
    && mkdir ~/local \
    && ./configure --prefix=$HOME/local/ \
    && make \
    && make install

Only English letters and digits are supported by default.
You can download more language packs, such as Simplified/Traditional Chinese pack from http://code.google.com/p/tesseract-ocr/downloads/list.
Decompress and put the packs under '~/local/share/' or other locations you like.

mkdir ~/local/share -p
cd ~/local/share \
    && wget https://tesseract-ocr.googlecode.com/files/tesseract-ocr-3.02.eng.tar.gz \
    && tar xvf tesseract-ocr-3.02.eng.tar.gz

ls ~/local/share/tesseract-ocr/tessdata

configs           eng.cube.params        eng.traineddata.__tmp__
eng.cube.bigrams  eng.cube.size          equ.traineddata
eng.cube.fold     eng.cube.word-freq     osd.traineddata
eng.cube.lm       eng.tesseract_cube.nn  tessconfigs
eng.cube.nn       eng.traineddata

Be sure to set the parent folder path of language packs in environment variables, for instance:

export TESSDATA_PREFIX=/home/markpeng/local/share/tesseract-ocr/

How to start tesseract-web-service

Create a folder named 'static' under current folder (for instance, '/opt/ocr') to keep temp files

sudo mkdir /opt/ocr/static -p

Then put all .py files to /opt/ocr and make them executable.

sudo cp ~/Share/tesseract-web-service/* /opt/ocr
sudo chmod 755 /opt/ocr/*.py

Note: you should go to the folder path containing the static folder to make the service work.

cd /opt/ocr

Now, start tesseract-web-service by:

python tesseractserver.py -b "/home/markpeng/local/lib" -d "/home/markpeng/local/share/tesseract-ocr"

Type the following command to check the options.

python tesseractserver.py -h

Usage: tesseractserver.py [options]

Options:
  -h, --help            show this help message and exit
  -p PORT, --port=PORT  the listening port of RESTful tesseract web service.
                        (default: 1688)
  -l LANG, --lang=LANG  the targe language. (default: eng)
  -b LIBPATH, --lib-path=LIBPATH
                        the absolute path of tesseract library.
  -d TESSDATA, --tessdata-folder=TESSDATA
                        the absolute path of tessdata folder containing
                        language packs.

The default listening port is 1688. Change it to yours on startup.
Please make sure that the firewall is opened for listening port.

For example, you can change the port to 8080 by:

python /opt/ocr/tesseractserver.py -p 8080 -b "/home/markpeng/local/lib" -d "/home/markpeng/local/share/tesseract-ocr"

To start it as a persistent service even after terminal logout:

sudo nohup python /opt/ocr/tesseractserver.py -p 8080 -b "/home/markpeng/local/lib" -d "/home/markpeng/local/share/tesseract-ocr" &

Tesseract Installation on Ubuntu 14.04 LTS

Python Requirement

version >= 2.7

Install tornado, PIL image library and other required packages by apt-get.

sudo apt-get update && sudo apt-get install -y \
    autoconf \
    automake \
    autotools-dev \
    build-essential \
    checkinstall \
    libjpeg-dev \
    libpng-dev \
    libtiff-dev \
    libtool \
    python \
    python-imaging \
    python-tornado \
    wget \
    zlib1g-dev

Install the tesseract library:

sudo apt-get install tesseract-ocr-dev

Correct the Filename( or use this Repository):

class TesseactWrapper:
    def __init__(self, lang, libpath, tessdata):
        libname = libpath + "/libtesseract.so.3.0.3"

Check for English training data (Filename: eng.traineddata in /usr/share/tesseract-ocr/tessdata/).
If not exist do:

wget https://tesseract-ocr.googlecode.com/files/eng.traineddata.gz
gunzip eng.traineddata.gz
sudo mv -v eng.traineddata /usr/local/share/tessdata/

Create a static folder in repo main directory:

mkdir static

Now, start tesseract-web-service by:

python tesseractserver.py -p 1688 -b /usr/lib -d /usr/share/tesseract-ocr/tessdata/

How to call RESTful API by GET/POST request

The web service provides two HTTP GET pages for testing the API:

Upload Image File: http://localhost:1688/upload
Fetch Image From URL: http://localhost:1688/fetchurl

The results are returned in JSON format with OCR result strings.

If you would like to call "Fetch Image From URL" API with POST, please send a HTTP request header similar to the following:

POST /fetchurl HTTP/1.1
Host: localhost:1688
Connection: keep-alive
Content-Length: 214
Accept: text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8
Origin: http://localhost:1688
User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/30.0.1599.114 Safari/537.36
Content-Type: multipart/form-data; boundary=----WebKitFormBoundarylFMK6PAyVCzNCDAr
Referer: http://localhost:1688/fetchurl
Accept-Encoding: gzip,deflate,sdch
Accept-Language: zh-TW,zh;q=0.8,en-US;q=0.6,en;q=0.4d license

.....
POST data payload: imageUrl = 'http://xxxxxxx'

If you send POST data by JSON, you need to provide a 'url' key, which contains target image url.

Example POST data in JSON:

data: {
    'url': 'http://price1.suning.cn/webapp/wcs/stores/prdprice/89218_9173_10000_9-1.png'
}

Then you shall get a JSON response similar to the following:

data: {
    'url': 'http://price1.suning.cn/webapp/wcs/stores/prdprice/89218_9173_10000_9-1.png',
    'result': '2158.00'
}

Note that for /upload API, since there is no url provided, only result string will be returned in JSON.

How to call RESTful API by tesseract client

tesseractclient.py is a client for calling the "Fetch Image From URL" API.

Type the following command to check the options.

python /opt/ocr/tesseractclient.py --help

Usage: tesseractclient.py [options]

Options:
  -h, --help            show this help message and exit
  -a APIURL, --api-url=APIURL
                        the URL of RESTful tesseract web service
  -i IMAGEURL, --image-url=IMAGEURL
                        the URL of image to do OCR

For instance:

python /opt/ocr/tesseractclient.py -a "http://localhost:1688/fetchurl" -i "http://www.greatdreams.com/666-magicsquare.gif"

You should provide the API url and image source url to make it work.

How to pull and run Docker Container

Install Docker to your host by following the official installation guide.

After that, execute the following command to download Docker Image (packaged in Ubuntu 12.04 LTS):

docker pull guitarmind/tesseract-web-service

To run the web service using container, just type:

docker run --rm -d -p 1688:1688 guitarmind/tesseract-web-service

Note that the -p flag is used to bind local port with Container's virtual port. By default it is set to 1688. You can change it by modifying the Dockerfile. The -d flag means to run it in daemon mode.

The container has been created as an Automated Build:

https://registry.hub.docker.com/u/guitarmind/tesseract-web-service/

Changelog

0.0.1 - 2013-11-23

Features:

  • Support basic GET/POST APIs for "upload" and "fetchUrl" APIs
  • File-based processing

0.0.2 - 2013-12-08

Features:

  • Add a Python wrapper for calling tesseract-ocr C API directly
  • Memory-based processing for "fetchUrl" API

0.0.3 - 2015-01-03

Features:

  • Add a Docker Container for easy installation and deployment

0.0.4 - 2015-09-18

Features:

  • Fixed issue #3
  • Merged pull request #1, #2, #4 and #6 accordingly.

0.0.5 - 2016-02-11

Features:

  • Fixed issue #7

Copyright and License

Author: Mark Peng (markpeng.ntu at gmail)

All codes are under the Apache 2.0 license.

Docker Pull Command
Owner
dan40
Source Repository

Comments (0)