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ODS2 - Dataset of smear microscopy images labelled to evaluate algorithms for bacilli detection

dataset
posted on 2024-10-18, 22:05 authored by Marly G F CostaMarly G F Costa, Mikaela K M Serrão, Luciana B M Fujimoto, Mauricio M. Ogusku, Francisco P Romero, Liset V Romaguera, Kely M B Pinto, Yadini P López, Fabio BinattiFabio Binatti, Cicero F F Costa Filho

ODS2 - Dataset of smear microscopy images labelled to evaluate algorithms for bacilli detection

This dataset is composed of 4,920 extended depth focus (EDF) images.

The EDF images resulted from the fusion of the stacks of DF images from the ODS1 dataset. It used the stacks of images from the slides 01 to 15.

EDF images are 24 bits (true color images) and the dimension are 1388 × 1040 pixels

For all 4,920 EDF images another image with the bacilli labelled was generated.

ODS2 was generated to enable the training, validating, and testing of algorithms for bacilli detection.

The folders are individually stored as tar.gz archives, for a total size of 16 GB.

Funding

FAPEAM - Notice 016/2013 - PROTI-PESQUISA, Brazil

History

Research Institution(s)

Federal University of Amazonas (Universidade Federal do Amazonas)

Contact email

mcosta@ufam.edu.br

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Competing Interest Statement

The authors declare no competing interests.