Yangchao0053 / PAN.pytorch

A unofficial pytorch implementation of PAN(PSENet2): Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network

Requirements

• pytorch 1.1
• torchvision 0.3
• pyclipper
• opencv3

Data Preparation

prepare a text in the following format, use '\t' as a separator

/path/to/img.jpg path/to/label.txt
...

Train

1. config the train_data_path,val_data_pathin config.json
2. use following script to run

python3 train.py

Test

TBD

Predict

TBD

The project is still under development.

Performance

Method	Precision (%)	Recall (%)	F-measure (%)	FPS(1080Ti)
paper(640*640)	84.0	81.9	82.9	26.1
my implementation	TBD	TBD	TBD	TBD

ICDAR 2015

TBD

examples

TBD

reference

1. https://arxiv.org/pdf/1908.05900.pdf
2. https://github.com/WenmuZhou/PSENet.pytorch