Labeler Projects

Barcodes

Object Detection

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Barcodes Computer Vision Project

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Barcodes and QR codes are images with black and white components that, when scanned, can be coded to transmit information. Barcodes are machine-readable and often used in retail, logistics, manufacturing, point-of-sale, event ticketing, shipping, delivery, and asset management use cases.

This dataset uses bounding boxes for detection of barcodes and QR codes. Once a barcode is identified within an image, an application could trigger the reading of the barcode or post-processing can be used to crop the barcode to be passed for an application to read the barcode.

Barcodes can be read with computer vision using mobile devices such as iPhones or Android devices.

Research available on barcode recognition: https://link.springer.com/chapter/10.1007/978-3-030-57058-3_34

Github resources for barcode recognition: https://github.com/abbyy/barcode_detection_benchmark

How QR codes work: https://typefully.com/DanHollick/qr-codes-T7tLlNi

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            barcodes-zmxjq_dataset,
                            title = { Barcodes Dataset },
                            type = { Open Source Dataset },
                            author = { Labeler Projects },
                            howpublished = { \url{ https://universe.roboflow.com/labeler-projects/barcodes-zmxjq } },
                            url = { https://universe.roboflow.com/labeler-projects/barcodes-zmxjq },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-03-28 },
                            }
                        

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Last Updated

a year ago

Project Type

Object Detection

Subject

Barcodes

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License

CC BY 4.0

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