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README file Data Set Title: REMODEL. WP4. Vision Based Perception. T4_3. Cable Detection And Tracking. Electric Wires Dataset: Training and Test sets for Image Segmentation. v0

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Academic year: 2021

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funded from the European Union’s Horizon 2020 Research and Innovation Programme under Grant Agreement N. 870133

README file

Data Set Title: REMODEL. WP4. Vision Based Perception. T4_3. Cable Detection And Tracking. Electric Wires Dataset: Training and Test sets for Image Segmentation. v0

Data Set Authors: Riccardo Zanella (University of Bologna), Alessio Caporali (University of Bologna), Kalyan Tadaka (University of Bologna), Daniele De Gregorio (Eyecan.ai Srl), Gianluca Palli (University of Bologna).

Data Set Contact Person: Riccardo Zanella (University of Bologna), [email protected]. Data Set License: this data set is distributed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license, https://creativecommons.org/licenses/by/4.0/.

Publication Year: 2020

Project Info: REMODEL (Robotic tEchnologies for the Manipulation of cOmplex DeformablE Linear objects), funded by European Union, Horizon 2020 Programme. Grant Agreement num. 870133;

https://remodel-project.eu/.

Data set Contents

The data set consists of:

• 1 compressed folder, named REMODEL.zip, containing 57300 image files (124 in .jpg format, the others in .png format). The size of the compressed folder is 36.6 GB.

• 1 README file saved in .pdf format

REMODEL_WP4_T4-3_UNIBO_20210409_wires-image-segmentation_README.pdf

Data set Documentation

Abstract

The dataset contains data for semantic segmentation of electric wires with domain independence, generated in the framework of REMODEL project. The dataset is automatically generated using chroma-key technique and contains 57300 images (where 28650 are RGB images and the other 28650 are the corresponding ground truth binary masks).

Notes

• the size of the dataset is 39 GB;

• an identical copy of the dataset is available at Kaggle.com (https://www.kaggle.com/zanellar/electric-wires-image-segmentation).

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