A fuzzy receipt parser written in Python
This is a fuzzy receipt parser written in Python. It extracts information like the shop, the date, and the total from scanned receipts. It can work as a standalone script or as part of our IOS and Android application.
Dependencies
The receipt-parser-core library depend on imagemagick. Please install imagemagick
with your favorite package manager.
Usage
To convert all images from the data/img/ folder to text using tesseract and parse the resulting text files, run
make run
Docker
A Dockerfile is available with all dependencies needed to run the program.
To build the image, run
make docker-build
To run it on the sample files, try
make docker-run
By default, running the image will execute the make run command. To use with your own images, run the following:
docker run -v <path_to_input_images>:/usr/src/app/data/img mre0/receipt_parser
History
This project started as a hackathon idea. Read more about it on the trivago techblog. Also read the comments on HackerNews There's also a talk about the project. The library is now available at PyPi.
1 maintainer
Metadata
1 maintainer
Release files for receipt-parser-core 0.2.5
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| receipt_parser_core-0.2.5.tar.gz | 12.1 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| receipt_parser_core-0.2.5-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 26.8 kB
Release files / receipt_parser_core-0.2.5.tar.gz
| Download URL | receipt_parser_core-0.2.5.tar.gz |
|---|---|
| Size | 12.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / receipt_parser_core-0.2.5-py3-none-any.whl
| Download URL | receipt_parser_core-0.2.5-py3-none-any.whl |
|---|---|
| Size | 14.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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No |
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