SCUT-CTW1500

Dataset Information
Modalities
Images, Texts
Languages
English, Chinese
Introduced
2017
License
Custom (research-only)
Homepage
Official Website
Contents

Overview

The SCUT-CTW1500 dataset contains 1,500 images: 1,000 for training and 500 for testing. In particular, it provides 10,751 cropped text instance images, including 3,530 with curved text. The images are manually harvested from the Internet, image libraries such as Google Open-Image, or phone cameras. The dataset contains a lot of horizontal and multi-oriented text.

Source: Text Recognition in the Wild: A Survey
Image Source: https://github.com/Yuliang-Liu/Curve-Text-Detector

Variants: SCUT-CTW1500

Associated Benchmarks

This dataset is used in 2 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Scene Text Detection MixNet MixNet: Toward Accurate Detection of … 2023-08-23
Scene Text Detection SRFormer (ResNet-50) SRFormer: Text Detection Transformer with … 2023-08-21
Text Spotting DeepSolo (ResNet-50) DeepSolo++: Let Transformer Decoder with … 2023-05-31
Text Spotting A3S A3S: Adversarial learning of semantic … 2023-02-21
Text Spotting ABINet++ ABINet++: Autonomous, Bidirectional and Iterative … 2022-11-19
Scene Text Detection DPText-DETR (ResNet50) DPText-DETR: Towards Better Scene Text … 2022-07-10
Text Spotting TESTR Text Spotting Transformers 2022-04-05
Text Spotting SwinTextSpotter SwinTextSpotter: Scene Text Spotting via … 2022-03-19
Text Spotting SPTS SPTS: Single-Point Text Spotting 2021-12-15
Scene Text Detection FAST-S-512 FAST: Faster Arbitrarily-Shaped Text Detector … 2021-11-03
Scene Text Detection FAST-B-640 FAST: Faster Arbitrarily-Shaped Text Detector … 2021-11-03
Scene Text Detection FAST-T-512 FAST: Faster Arbitrarily-Shaped Text Detector … 2021-11-03
Scene Text Detection FAST-B-512 FAST: Faster Arbitrarily-Shaped Text Detector … 2021-11-03
Text Spotting TPSNet TPSNet: Reverse Thinking of Thin … 2021-10-25
Scene Text Detection I3CL + SSL I3CL:Intra- and Inter-Instance Collaborative Learning … 2021-08-03
Text Spotting ABCNet v2 ABCNet v2: Adaptive Bezier-Curve Network … 2021-05-08
Text Spotting MANGO MANGO: A Mask Attention Guided … 2020-12-08
Text Spotting TextPerceptron Text Perceptron: Towards End-to-End Arbitrary-Shaped … 2020-02-17
Scene Text Detection DB-ResNet50 (1024) Real-time Scene Text Detection with … 2019-11-20
Scene Text Detection PAN-640 Efficient and Accurate Arbitrary-Shaped Text … 2019-08-16

Research Papers

Recent papers with results on this dataset:

External Links: