mmocr/configs/textrecog/seg
liukuikun 976b976e4a
[Docs] update readme according to standard (#742)
* config/readme standard

* add ABINet linking

* fix linking error, delete unused cite and adjust note sytle

* union note format

* Remove > before paper link when generating docs
2022-01-25 23:02:59 +08:00
..
README.md [Docs] update readme according to standard (#742) 2022-01-25 23:02:59 +08:00
metafile.yml unify task names in metafiles (#548) 2021-11-03 15:03:37 +08:00
seg_r31_1by16_fpnocr_academic.py [Refactor] refactor textrecog config structure (#617) 2021-11-25 16:27:45 +08:00
seg_r31_1by16_fpnocr_toy_dataset.py [Refactor] refactor textrecog config structure (#617) 2021-11-25 16:27:45 +08:00

README.md

SegOCR

Abstract

Just a simple Seg-based baseline for text recognition tasks.

Dataset

Train Dataset

trainset instance_num repeat_num source
SynthText 7266686 1 synth

Test Dataset

testset instance_num type
IIIT5K 3000 regular
SVT 647 regular
IC13 1015 regular
CT80 288 irregular

Results and Models

Backbone Neck Head Regular Text Irregular Text download
IIIT5K SVT IC13 CT80
R31-1/16 FPNOCR 1x 90.9 81.8 90.7 80.9 model | log

:::{note}

  • R31-1/16 means the size (both height and width ) of feature from backbone is 1/16 of input image.
  • 1x means the size (both height and width) of feature from head is the same with input image. :::

Citation

@unpublished{key,
  title={SegOCR Simple Baseline.},
  author={},
  note={Unpublished Manuscript},
  year={2021}
}