Package Health Score

59 / 100

security
No known security issues
popularity
Small
maintenance
Inactive
community
Sustainable

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Popularity

Small

GitHub Stars: 5.87K
Forks: 722
Contributors: 50

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package multiocr, we found that it has been starred 5,870 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Aug 19, 2023
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

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Maintenance

Inactive

Commit Frequency

Open Issues: 12
Open PR: 5
Last Release: 1 year ago
Last Commit: 1 month ago

Further analysis of the maintenance status of multiocr based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

An important project maintenance signal to consider for multiocr is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Sustainable

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 50
Funding: No

With more than 10 contributors for the multiocr repository, this is possibly a sign for a growing and inviting community.

We found a way for you to contribute to the project! Looks like multiocr is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.8,<4.0

Age: 1 year
Latest Release: 1 year ago
Dependencies: 6 Direct
Versions: 4
Maintainers: 1
Wheels: OS Independent

Readme

Multiocr

This package intends to give a common interface for multiple ocr backends

Installation

pip install multiocr

Supported OCR Backends

Tesseract
PaddleOCR
Aws Textract
EasyOCR
Doctr-Ocr

the output for all ocr backend will be simillar

Code Example

Tesseract

from multiocr import OcrEngine

config = {
    "lang": "eng",
    "config" : "--psm 6"   
}
image_file = "path/to/image.jpg"
engine = OcrEngine("tesseract", config)
text_dict = engine.text_extraction(image_file)
json = engine.text_extraction_to_json(text_dict)
df = engine.text_extraction_to_df(text_dict)
plain_text = engine.extract_plain_text(text_dict)

PaddleOCR

from multiocr import OcrEngine

config = {
        "lang":"en"
    }
image_file = "path/to/image.jpg"
engine = OcrEngine("paddle_ocr", config)
text_dict = engine.text_extraction(image_file)
json = engine.text_extraction_to_json(text_dict)
df = engine.text_extraction_to_df(text_dict)
plain_text = engine.extract_plain_text(text_dict)

Aws Textract

from multiocr import OcrEngine

config = {
    "region_name":os.getenv("region_name"),
    "aws_access_key_id":os.getenv("aws_access_key_id"),
    "aws_secret_access_key":os.getenv("aws_secret_access_key")
}
image_file = "path/to/image.jpg"

engine = OcrEngine("aws_textract", config)
text_dict = engine.text_extraction(image_file)
json = engine.text_extraction_to_json(text_dict)
df = engine.text_extraction_to_df(text_dict)
plain_text = engine.extract_plain_text(text_dict)

EasyOCR

from multiocr import OcrEngine

config = {
    "lang_list": ["en"]
}
image_file = "path/to/image.jpg"
engine = OcrEngine("easy_ocr", config)
text_dict = engine.text_extraction(image_file)
json = engine.text_extraction_to_json(text_dict)
df = engine.text_extraction_to_df(text_dict)
plain_text = engine.extract_plain_text(text_dict)

TrOCR

from multiocr import OcrEngine

image_file = "path/to/image.jpg"
engine = OcrEngine("doctr_ocr")
text_dict = engine.text_extraction(image_file)
json = engine.text_extraction_to_json(text_dict)
df = engine.text_extraction_to_df(text_dict)
plain_text = engine.extract_plain_text(text_dict)

if you want to access the output of each individual ocr engine in their own raw format, we can fetch it this way

raw_ocr_output = engine.engine.raw_ocr

config is the each ocr's input parameters and it should be python dictionary. if not given, it'll default to each respective libraries default parameters

the input parameters for each ocr differs, and you can look at its respective repo for all allowable parameters

Reference & Acknowlegements

WIP - OCR Backends

[ ] MMOCR
[ ] Google Vision
[ ] Azure OCR
[ ] DocTR

multiocr dependencies

easyocr langdetect paddleocr paddlepaddle pytesseract unidecode

FAQs

What is multiocr?

. Visit Snyk Advisor to see a full health score report for multiocr, including popularity, security, maintenance & community analysis.

Is multiocr popular?

The python package multiocr receives a total of 64 weekly downloads. As such, multiocr popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is multiocr well maintained?

We found indications that multiocr is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is multiocr safe to use?

The python package multiocr was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 26 November-2024, at 08:08 (UTC).

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Package

Readme

Multiocr

Installation

Supported OCR Backends

Code Example

Reference & Acknowlegements

WIP - OCR Backends

multiocr dependencies

FAQs

What is multiocr?

Is multiocr popular?

Is multiocr well maintained?

Is multiocr safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

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Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

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Readme

Multiocr

Installation

Supported OCR Backends

Code Example

Reference & Acknowlegements

WIP - OCR Backends

multiocr dependencies

FAQs

What is multiocr?

Is multiocr popular?

Is multiocr well maintained?

Is multiocr safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues