This barcode datasets contains:
The LR datasets (~2.2G) could be downloaded here at BarcodesLR. It constitutes images of resolution 400 x 400 px.
The UHR datasets (~150G) could be downloaded in 15G increments at BarcodesUHR00, BarcodesUHR01, BarcodesUHR02, BarcodesUHR03, BarcodesUHR04, BarcodesUHR05, BarcodesUHR06, BarcodesUHR07, BarcodesUHR08, BarcodesUHR09, and recombined. It constitutes images of resolution ~ >= 10k x 10k px.
Code 39, Code 93, Code 128, UPC, EAN, PD417, ITF, Data Matrix, AZTEC, and QR among others.
The paper titled "Fast, Accurate Barcode Detection in Ultra High-Resolution Images" by Quenum et al. introducing this dataset was accepted in IEEE International Conference on Image Processing, September 2021, USA and coud be found here.
J. Quenum, K. Wang and A. Zakhor, "Fast, Accurate Barcode Detection in Ultra High-Resolution Images," 2021 IEEE International Conference on Image Processing (ICIP), 2021, pp. 1019-1023, doi: 10.1109/ICIP42928.2021.9506134.