I'm trying to run a basic and very simple code in python.
from PIL import Image
import pytesseract
im = Image.open("sample1.jpg")
text = pytesseract.image_to_string(im, lang = 'eng')
print(text)
This is what it looks like, I have actually installed tesseract for windows through the installer. I'm very new to Python, and I'm unsure how to proceed?
Any guidance here would be very helpful. I've tried restarting my Spyder application but to no avail.
I had the same issue on Windows. I tried to update the environment variables for the path of tesseract which did not work.
What worked for me was to modify the pytesseract.py which can be found at the path C:\Program Files\Python37\Lib\site-packages\pytesseract or usually in the C:\Users\YOUR USER\APPDATA\Python
I changed one line as per below:
#tesseract_cmd = 'tesseract'
#tesseract_cmd = 'C:\Program Files\Tesseract-OCR\\tesseract.exe'
Note I had to put an extra \ before tesseract as Python was interpreting same as \t and you will get the below error message:
pytesseract.pytesseract.TesseractNotFoundError: C:\Program Files\Tesseract-OCR esseract.exe is not installed or it's not in your path
For Windows users only:
Install tesseract using:
pip install tesseract
and then add this line to your code, mind the "\"
pytesseract.pytesseract.tesseract_cmd = "C:\Program Files (x86)\Tesseract-OCR\\tesseract.exe"
sudo apt-get update
sudo apt-get install libleptonica-dev
sudo apt-get install tesseract-ocr tesseract-ocr-dev
sudo apt-get install libtesseract-dev
brew install tesseract
download binary from https://github.com/UB-Mannheim/tesseract/wiki. then add pytesseract.pytesseract.tesseract_cmd = 'C:\Program Files (x86)\Tesseract-OCR\tesseract.exe' to your script.
pip install tesseract
pip install tesseract-ocr
references: https://pypi.org/project/pytesseract/ (INSTALLATION section) and https://github.com/tesseract-ocr/tesseract/wiki#installation
This error is because tesseract is not installed on your computer.
If you are using Ubuntu install tesseract using following command:
sudo apt-get install tesseract-ocr
For mac:
brew install tesseract
you can install this package... https://github.com/UB-Mannheim/tesseract/wiki after that you should go this path C:\Program Files (x86)\Tesseract-OCR\ tesseract.exe then run tesseract file. I think this will help you...
For Ubuntu 18.04
If you are getting an error like
tesseract is not installed or it's not in your path
and
OSError: [Errno 12] Cannot allocate memory
That might be and issue with the swap memory allocation issue
You can check this answer allocating more swap memory Hope that helps :)
In windows:
pip install tesseract
pip install tesseract-ocr
and check the file which is stored in your system usr/appdata/local/programs/site-pakages/python/python36/lib/pytesseract/pytesseract.py file and compile the file
# {Windows 10 instructions}
# before you use the script you need to install the dependence
# 1. download the tesseract from the official link:
# https://github.com/UB-Mannheim/tesseract/wiki
# 2. install the tesseract
# i chosed this path
# *replace the user string in the below path with you name of user that you are using in your current machine
# C:\Users\user\AppData\Local\Tesseract-OCR\
# 3. Install the pillow for your python version
# * the best way for me is to install is this form(i'am using python3.7 version and in my CMD i run this version of python by typing py -3.7):
# * if you are using another version of python first look how you start the python from you CMD
# * for some machine the run of python from the CMD is different
# [examples]
# =================================
# PYTHON VERSION 3.7
# python
# python3.7
# python -3.7
# python 3.7
# python3
# python -3
# python 3
# py3.7
# py -3.7
# py 3.7
# py3
# py -3
# py 3
# PYTHON VERSION 3.6
# python
# python3.6
# python -3.6
# python 3.6
# python3
# python -3
# python 3
# py3.6
# py -3.6
# py 3.6
# py3
# py -3
# py 3
# PYTHON VERSION 2.7
# python
# python2.7
# python -2.7
# python 2.7
# python2
# python -2
# python 2
# py2.7
# py -2.7
# py 2.7
# py2
# py -2
# py 2
# ================================
# we are using pip to install the dependences
# because for me i start the python version 3.7 with the following line
# py -3.7
# open the CMD in windows machine and type the following line:
# py -3.7 -m pip install pillow
# 4. Install the pytesseract and tesseract for your python version
# * the best way for me is to install is this form(i'am using python3.7 version and in my CMD i run this version of python by typing py -3.7):
# we are using pip to install the dependences
# open the CMD in windows machine and type the following lines:
# py -3.7 -m pip install pytesseract
# py -3.7 -m pip install tesseract
#!/usr/bin/python
from PIL import Image
import pytesseract
import os
import getpass
def extract_text_from_image(image_file_name_arg):
# IMPORTANT
# if you have followed my instructions to install this dependence in above text explanatin
# for my machine is
# if you don't put the right path for tesseract.exe the script will not work
username = getpass.getuser()
# here above line get the username for your machine automatically
tesseract_exe_path_installation="C:\\Users\\"+username+"\\AppData\\Local\\Tesseract-OCR\\tesseract.exe"
pytesseract.pytesseract.tesseract_cmd=tesseract_exe_path_installation
# specify the direction of your image files manually or use line bellow if the images are in the script directory in folder images
# image_dir="D:\\GIT\\ai_example\\extract_text_from_image\\images"
image_dir=os.getcwd()+"\\images"
dir_seperator="\\"
image_file_name=image_file_name_arg
# if your image are in different format change the extension(ex. ".png")
image_ext=".jpg"
image_path_dir=image_dir+dir_seperator+image_file_name+image_ext
print("=============================================================================")
print("image used is in the following path dir:")
print("\t"+image_path_dir)
print("=============================================================================")
img=Image.open(image_path_dir)
text=pytesseract.image_to_string(img, lang="eng")
print(text)
# change the name "image_1" whith the name without extension for your image name
# image_file_name_arg="image_1"
image_file_name_arg="image_2"
# image_file_name_arg="image_3"
# image_file_name_arg="image_4"
# image_file_name_arg="image_5"
extract_text_from_image(image_file_name_arg)
# ==================================
# CREATED BY: SHERIFI
# e-mail: [email protected]
# git-link for script: https://github.com/sherifi/ai_example.git
# ==================================
On Windows 64 bits, just add the following to the PATH environment variable:
"C:\Program Files\Tesseract-OCR" and it will work.
From https://pypi.org/project/pytesseract/ :
pytesseract.pytesseract.tesseract_cmd = '<full_path_to_your_tesseract_executable>'
# Include the above line, if you don't have tesseract executable in your PATH
# Example tesseract_cmd: 'C:\\Program Files (x86)\\Tesseract-OCR\\tesseract'
On Mac, you can install it like shown below. This works for me.
brew install tesseract
In windows, the command path must be redirected, for a default windows tesseract installation.
pytesseract.pytesseract.tesseract_cmd = 'C:\Program Files (x86)\Tesseract-OCR\tesseract.exe'
pytesseract.pytesseract.tesseract_cmd = 'C:\Program Files\Tesseract-OCR\tesseract.exe'
I can solve it by updating the tesseract_cmd variable with the bin/tesseract path in the pytesseract.py file
1 - You need to have Tesseract OCR installed on your computer.
get it from here. https://github.com/UB-Mannheim/tesseract/wiki
Download the suitable version.
2 - Add Tesseract path to your System Environment. i.e. Edit system variables.
3 - Run pip install pytesseract and pip install tesseract
4 - Add this line to your python script every time
pytesseract.pytesseract.tesseract_cmd = 'C:/OCR/Tesseract-OCR/tesseract.exe' # your path may be different
5 - Run the code.
Use the following command to install tesseract
pip install tesseract
You would be needing to install tesseract.
Check out the above documentation on the installation.
There looks to be an issue with the latest version of the pip module pytesseract=0.3.7. I have downgraded it to pytesseract=0.3.6 and don't see the error.
Solution for UBUNTU Worked for me:
Installed tesseract in ubuntu by following below link
https://medium.com/quantrium-tech/installing-tesseract-4-on-ubuntu-18-04-b6fcd0cbd78f
Later added traindata language to tessdata by following below link
Step 1:
Install tesseract on your system as per the OS. Latest installers can be found at https://github.com/UB-Mannheim/tesseract/wiki
Step 2: Install the following dependency libraries using : pip install pytesseract pip install opencv-python pip install numpy
Step 3: Sample code
import cv2
import numpy as np
import pytesseract
from PIL import Image
from pytesseract import image_to_string
# Path of working folder on Disk Replace with your working folder
src_path = "C:\\Users\\<user>\\PycharmProjects\\ImageToText\\input\\"
# If you don't have tesseract executable in your PATH, include the
following:
pytesseract.pytesseract.tesseract_cmd = 'C:/Program Files (x86)/Tesseract-
OCR/tesseract'
TESSDATA_PREFIX = 'C:/Program Files (x86)/Tesseract-OCR'
def get_string(img_path):
# Read image with opencv
img = cv2.imread(img_path)
# Convert to gray
img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
# Apply dilation and erosion to remove some noise
kernel = np.ones((1, 1), np.uint8)
img = cv2.dilate(img, kernel, iterations=1)
img = cv2.erode(img, kernel, iterations=1)
# Write image after removed noise
cv2.imwrite(src_path + "removed_noise.png", img)
# Apply threshold to get image with only black and white
#img = cv2.adaptiveThreshold(img, 255, cv2.ADAPTIVE_THRESH_GAUSSIAN_C, cv2.THRESH_BINARY, 31, 2)
# Write the image after apply opencv to do some ...
cv2.imwrite(src_path + "thres.png", img)
# Recognize text with tesseract for python
result = pytesseract.image_to_string(Image.open(src_path + "thres.png"))
# Remove template file
#os.remove(temp)
return result
print('--- Start recognize text from image ---')
print(get_string(src_path + "image.png") )
print("------ Done -------")
There are already many nice answers to this problem but I would like to share a wonderful site that I came across when I couldnt solve the 'TesseractNotFound Error: tesseract is not installed or it's not in your path” Please refer this site: https://www.thetopsites.net/article/50655738.shtml
I realised that I got this error because I installed pytesseract with pip but forget to install the binary. You are probably missing tesseract-ocr from your machine. Check the installation instructions here: https://github.com/tesseract-ocr/tesseract/wiki
On a Mac, you can just install using homebrew:
brew install tesseract
It should run fine after that!
Under Windows 10 OS environment, the following method works for me:
Go to this link and Download tesseract and install it. Windows version is available here: https://github.com/UB-Mannheim/tesseract/wiki
Find script file pytesseract.py from C:\Users\User\Anaconda3\Lib\site-packages\pytesseract and open it. Change the following code from tesseract_cmd = 'tesseract' to: tesseract_cmd = 'C:/Program Files (x86)/Tesseract-OCR/tesseract.exe' (This is the path where you install Tesseract-OCR so please check where you install it and accordingly update the path)
You may also need to add environment variable C:/Program Files (x86)/Tesseract-OCR/
Hope it works for you!
Perhaps this is happening because, even if Tesseract is correctly installed, you have not installed your language, as was my case. Fortunately this is very easy to fix, and I did not even need to mess with tesseract_cmd.
sudo apt-get install tesseract-ocr -y
sudo apt-get install tesseract-ocr-spa -y
tesseract --list-langs
Note that in the second line we have specified -spa for Spanish.
If installation has been successful, you should get a list of your available languages, like:
List of available languages (3):
eng
osd
spa
I found this at this blog post (Spanish). There is also a post for installation of Spanish language in Windows (not as easy apparently).
Note: since the question uses lang = 'eng', it is likely this is not the answer in that specific case. But the same error may happen in this other situation, which is why I posted the answer here.
Source: Stackoverflow.com