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Published at December 10

A Step towards Automated and Generalizable Tactile Map Generation using Generative Adversarial Networks

cs.CV

Released Date: December 10, 2024

Authors: David G Hobson¹, Majid Komeili¹

Aff.: ¹Carleton University

Arxiv: http://arxiv.org/pdf/2412.07191v1

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	Metric	IoU			F1			Precision			Recall
	Model	Double	Single	Diff	Double	Single	Diff	Double	Single	Diff	Double	Single	Diff
Class	Statistic
Streets	median	84.8	77.4	7.4	91.8	87.2	4.6	91.1	94.1	-3.0	96.0	82.3	13.7
Streets	mean	82.5	74.1	8.4	89.9	84.1	5.8	87.2	91.8	-4.6	93.8	78.7	15.1
Highways	median	95.1	91.3	3.8	97.5	95.5	2.0	96.8	95.8	1.0	99.0	96.7	2.3
Highways	mean	93.1	86.7	6.4	96.2	92.3	3.9	95.4	94.7	0.7	97.4	91.2	6.2
Parks	median	96.0	94.5	1.5	98.0	97.2	0.8	98.2	97.5	0.7	98.1	98.0	0.1
Parks	mean	92.6	89.5	3.1	95.3	93.3	2.0	95.8	94.4	1.4	95.3	93.3	2.0
Water	median	97.4	96.3	1.1	98.7	98.1	0.6	98.3	98.5	-0.2	99.5	99.0	0.5
Water	mean	95.0	91.9	3.1	97.3	95.3	2.0	96.4	96.0	0.4	98.5	95.4	3.1
Buildings	median	75.3	78.5	-3.2	85.9	87.9	-2.0	93.4	84.3	9.1	84.5	94.1	-9.6
Buildings	mean	64.2	76.3	-12.1	73.0	85.7	-12.7	90.0	81.2	8.8	69.6	92.2	-22.6
Hospitals	median	89.5	76.7	12.8	94.5	86.8	7.7	94.3	97.8	-3.5	96.5	77.4	19.1
Hospitals	mean	83.0	62.3	20.7	88.9	69.3	19.6	91.7	91.1	0.6	89.1	63.6	25.5