xcerno30 QR codes Computer Vision Project

Matej Cernohous

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Description

EN: This project's goal is to:

  • Put together several datasets of positives samples for QR codes Object detection (see link bellow)
  • Adjust Labels to be consistent throughout the dataset
  • Add augmentation elements (noise, blure, tilt,…)

The project is a part of a Bachelor thesis for Faculty of electrical engineering and communication VUT Brno

CZ: Cílem tohoto projektu je:

  • Sjednocení několika datasetů pozitivních vzorků pro detekování QR kódů v obrázku (viz odkazy níže)
  • Upravení označení aby byly konzistentní napříč datovou sadou
  • Přidat prvky augmentace (šum, rozmazání, otočení,…)

Projekt je tvořen v rámci Bakalářské práce pro Fakultu elektrotechniky a komunikačních technologií VUT v Brně

used datasets: https://universe.roboflow.com/object-detection/data-set-bp3kt https://universe.roboflow.com/object-detection/qr-code-oerhe https://universe.roboflow.com/roboflow-qsmu6/qr-codes-detection https://universe.roboflow.com/qr-t0f6c/qr-nz97x https://universe.roboflow.com/qrcode/qrcode-0mr1u https://universe.roboflow.com/qrcode-ali3n/qrcode_300 https://universe.roboflow.com/object-detection/qrcodes-same-split-oneclass

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Cite This Project

LICENSE
CC BY 4.0

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

                        @misc{
                            xcerno30-qr-codes_dataset,
                            title = { xcerno30 QR codes Dataset },
                            type = { Open Source Dataset },
                            author = { Matej Cernohous },
                            howpublished = { \url{ https://universe.roboflow.com/matej-cernohous/xcerno30-qr-codes } },
                            url = { https://universe.roboflow.com/matej-cernohous/xcerno30-qr-codes },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-11-25 },
                            }
                        
                    

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