gaotongxiao 914c8af7bf Revert "[TODO] Add LoadImageFromLMDB"
This reverts commit e716ae726f007f79effdf2d45b4955a887f3c1e3
2022-07-21 10:57:30 +08:00

2.0 KiB

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

-   `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@unpublished{key,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  note={Unpublished Manuscript},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}
}