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@unpublished{key,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note={Unpublished Manuscript},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