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4.2 KiB
4.2 KiB
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
Introduction
[ALGORITHM]
@inproceedings{WangXSZWLYS19,
author={Wenhai Wang and Enze Xie and Xiaoge Song and Yuhang Zang and Wenjia Wang and Tong Lu and Gang Yu and Chunhua Shen},
title={Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network},
booktitle={ICCV},
pages={8439--8448},
year={2019}
}
Results and models
CTW1500
| Method | Pretrained Model | Training set | Test set | #epochs | Test size | Recall | Precision | Hmean | Download |
|---|---|---|---|---|---|---|---|---|---|
| PANet | ImageNet | CTW1500 Train | CTW1500 Test | 600 | 640 | 0.790 | 0.838 | 0.813 | model | log |
ICDAR2015
| Method | Pretrained Model | Training set | Test set | #epochs | Test size | Recall | Precision | Hmean | Download |
|---|---|---|---|---|---|---|---|---|---|
| PANet | ImageNet | ICDAR2015 Train | ICDAR2015 Test | 600 | 736 | 0.734 | 0.856 | 0.791 | model | log |
ICDAR2017
| Method | Pretrained Model | Training set | Test set | #epochs | Test size | Recall | Precision | Hmean | Download |
|---|---|---|---|---|---|---|---|---|---|
| PANet | ImageNet | ICDAR2017 Train | ICDAR2017 Val | 600 | 800 | 0.604 | 0.812 | 0.693 | model | log |