Total-Text

Dataset Information
Modalities
Images
Languages
English, Chinese
Introduced
2017
License
BSD-3
Homepage
Official Website
Contents

Overview

Total-Text is a text detection dataset that consists of 1,555 images with a variety of text types including horizontal, multi-oriented, and curved text instances. The training split and testing split have 1,255 images and 300 images, respectively.

Source: Convolutional Character Networks
Image Source: https://github.com/cs-chan/Total-Text-Dataset

Variants: Total-Text

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 UNITS Towards Unified Scene Text Spotting … 2023-04-07
Text Spotting A3S A3S: Adversarial learning of semantic … 2023-02-21
Text Spotting DeepSolo (ResNet-50) DeepSolo: Let Transformer Decoder with … 2022-11-19
Text Spotting DeepSolo (ViTAEv2-S, TextOCR) DeepSolo: Let Transformer Decoder with … 2022-11-19
Text Spotting DeepSolo (ResNet-50, TextOCR) DeepSolo: Let Transformer Decoder with … 2022-11-19
Text Spotting GLASS GLASS: Global to Local Attention … 2022-08-05
Scene Text Detection DPText-DETR (ResNet-50) 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 DEER DEER: Detection-agnostic End-to-End Recognizer for … 2022-03-10
Scene Text Detection DBNet++ (ResNet-50) (800) Real-Time Scene Text Detection with … 2022-02-21
Scene Text Detection DBNet++ (ResNet-18) (800) Real-Time Scene Text Detection with … 2022-02-21
Scene Text Detection FAST-T-448 FAST: Faster Arbitrarily-Shaped Text Detector … 2021-11-03
Scene Text Detection FAST-B-800 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-B-512 FAST: Faster Arbitrarily-Shaped Text Detector … 2021-11-03
Scene Text Detection FAST-S-512 FAST: Faster Arbitrarily-Shaped Text Detector … 2021-11-03
Scene Text Detection I3CL + SSL(ResNet-50) I3CL:Intra- and Inter-Instance Collaborative Learning … 2021-08-03

Research Papers

Recent papers with results on this dataset:

External Links: