Chargrid | meaningful instances from document images | Computer Vision library
kandi X-RAY | Chargrid Summary
kandi X-RAY | Chargrid Summary
Chargrid is a Python library typically used in Retail, Artificial Intelligence, Computer Vision applications. Chargrid has no bugs, it has no vulnerabilities and it has low support. However Chargrid build file is not available. You can download it from GitHub.
The ICDAR 2019 dataset is composed of 690 images of receipts along with, for each invoice, a json file containing 4 classes (the company name, the date, the store address and the total amount) and the true bounding boxes of strings in the bill. Because the inputs have purposely "poor paper quality, poor ink and printing quality; low resolution scanner and scanning distortion", only 682 images were kept after the Optical Character Recognition (OCR). The images are of different shapes and resolutions. The number of classes successfully extracted from the bounding boxes with the json file are presented in the following table : | Number of detected classes | 0 | 1 | 2 | 3 | 4 | |----------------------------|---|---|---|----|-----| | Number of input images | 8 | 7 | 3 | 34 | 630 |.
The ICDAR 2019 dataset is composed of 690 images of receipts along with, for each invoice, a json file containing 4 classes (the company name, the date, the store address and the total amount) and the true bounding boxes of strings in the bill. Because the inputs have purposely "poor paper quality, poor ink and printing quality; low resolution scanner and scanning distortion", only 682 images were kept after the Optical Character Recognition (OCR). The images are of different shapes and resolutions. The number of classes successfully extracted from the bounding boxes with the json file are presented in the following table : | Number of detected classes | 0 | 1 | 2 | 3 | 4 | |----------------------------|---|---|---|----|-----| | Number of input images | 8 | 7 | 3 | 34 | 630 |.
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Quality
Security
License
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Support
Chargrid has a low active ecosystem.
It has 24 star(s) with 7 fork(s). There are 5 watchers for this library.
It had no major release in the last 6 months.
There are 4 open issues and 5 have been closed. On average issues are closed in 6 days. There are no pull requests.
It has a neutral sentiment in the developer community.
The latest version of Chargrid is current.
Quality
Chargrid has 0 bugs and 12 code smells.
Security
Chargrid has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
Chargrid code analysis shows 0 unresolved vulnerabilities.
There are 0 security hotspots that need review.
License
Chargrid does not have a standard license declared.
Check the repository for any license declaration and review the terms closely.
Without a license, all rights are reserved, and you cannot use the library in your applications.
Reuse
Chargrid releases are not available. You will need to build from source code and install.
Chargrid has no build file. You will be need to create the build yourself to build the component from source.
It has 813 lines of code, 32 functions and 4 files.
It has high code complexity. Code complexity directly impacts maintainability of the code.
Top functions reviewed by kandi - BETA
kandi has reviewed Chargrid and discovered the below as its top functions. This is intended to give you an instant insight into Chargrid implemented functionality, and help decide if they suit your requirements.
- Initialize the network .
- Extract class bounding box .
- Train the model .
- Compute the reduced output .
- Generate a batch of data .
- Extracts coordinates from bounding box .
- Compares two input arrays for comparison .
- Augment image data .
- Reduce a bounding box .
- Extract charging information from a table .
Get all kandi verified functions for this library.
Chargrid Key Features
No Key Features are available at this moment for Chargrid.
Chargrid Examples and Code Snippets
No Code Snippets are available at this moment for Chargrid.
Community Discussions
Trending Discussions on Chargrid
QUESTION
String array GetLength(1) working alternative
Asked 2019-Jun-07 at 12:40
I'm using System.IO.File.ReadAllLines to read a .txt file.
It returns a string[], but a human could also call it a 2D char array, which is exactly what I'm trying to put it into. I'm trying to find out the second dimension of this array, as abstracted as possible.
ANSWER
Answered 2019-Jun-07 at 12:40You'd need to find the Length of the longest line in the file (as this approach essentially gives you a jagged array). This can be done with the following bit of code:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install Chargrid
You can download it from GitHub.
You can use Chargrid like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
You can use Chargrid like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
Support
For any new features, suggestions and bugs create an issue on GitHub.
If you have any questions check and ask questions on community page Stack Overflow .
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