Replication Data for: Total-Text: Towards Orientation Robustness in Scene Text Detection

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Chan, Chee Seng, 2023, "Replication Data for: Total-Text: Towards Orientation Robustness in Scene Text Detection", https://doi.org/10.22452/RD/PDABNZ, Universiti Malaya Research Data Repository, V1
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Description
The Total-Text dataset is a collection of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind. There are two(2) zipped files associated with the dataset: a) Train - It contains 1255 images. b) Test - It contains 300 images.
Subject Computer and Information Science
Keyword Curved text, Scene text detection
Related Publication Ch’ng, CK., Chan, C.S. & Liu, CL. Total-Text: toward orientation robustness in scene text detection. IJDAR 23, 31–52 (2020). doi: 10.1007/s10032-019-00334-z
Notes Total-Text is a word-level based English curve text dataset. If you are interested in text-line based dataset with both English and Chinese instances, we highly recommend you to refer SCUT-CTW1500 (https://github.com/Yuliang-Liu/Curve-Text-Detector). In addition, a Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT - http://rrc.cvc.uab.es/?ch=14), which is extended from Total-Text and SCUT-CTW1500, was held at ICDAR2019 to stimulate more innovative ideas on the arbitrary-shaped text reading task. Congratulations to all winners and challengers. The technical report of ArT can be found on at https://arxiv.org/abs/1909.07145. Total-Text and SCUT-CTW1500 are now part of the training set of the largest curved text dataset - ArT (Arbitrary-Shaped Text dataset). In order to retain the validity of future benchmarking on Total-Text datasets, the test-set images of Total-Text should be removed from the ArT dataset shall one intend to leverage the extra training data from the ArT dataset. We count on the trust of the research community to perform such removal operation to attain the fairness of the benchmarking.
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collage.png
PNG Image - 7.9 MB
Published May 15, 2023
187 Downloads
MD5: f93c7d17568b1673352f75adf5600ea1
groundtruth_pixel_clm.tar.gz
Gzip Archive - 76.0 MB
Published May 15, 2023
6 Downloads
MD5: f2d6db193be9033bf54224ea44a72cc0
The pixel level mask groundtruth of Total-Text dataset
groundtruth_pixel_trm.tar.gz
Gzip Archive - 5.4 MB
Published May 15, 2023
216 Downloads
MD5: 0d0ce35e77f580438683dac4a0df10c7
The text region mask groundtruth of Total-Text dataset
groundtruth_text.tar.gz
Gzip Archive - 2.5 MB
Published May 15, 2023
216 Downloads
MD5: 4b26c65f89bc8b54f791be2f4caf11f3
The groundtruth of Total-Text dataset
test.tar.gz
Gzip Archive - 100.9 MB
Published May 15, 2023
7 Downloads
MD5: 1063e6ae79c990cf6fcd255233bf938b
An archive comprises 300 testing images
train.tar.gz
Gzip Archive - 311.5 MB
Published May 15, 2023
4 Downloads
MD5: 5fd328598da9bc21a2c2efef4890dfd4
An archive comprises 1255 training images
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