# DifferentiableBinarization

**Repository Path**: chengfeng2015_bolt/DifferentiableBinarization

## Basic Information

- **Project Name**: DifferentiableBinarization
- **Description**: 人工智能 python ai训练模型
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2022-09-15
- **Last Updated**: 2022-10-12

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# DifferentiableBinarization
This is an implementation of [Real-time Scene Text Detection with Differentiable Binarization](https://arxiv.org/abs/1911.08947) in Keras and Tensorflow,
Most portions of code are borrowed from the official implementation [MhLiao/DB](https://github.com/MhLiao/DB).

## Build Dataset
Build dataset in the same way as the official implementation.
```
  datasets/total_text/train_images
  datasets/total_text/train_gts
  datasets/total_text/train_list.txt
  datasets/total_text/test_images
  datasets/total_text/test_gts
  datasets/total_text/test_list.txt
```

## Train
`python train.py`
You can download a trained model weights on TotalText by [baidu netdisk](https://pan.baidu.com/s/1SGKgI6pMuGvUb8RlHePQxA) code:jy6m or [google driver](https://drive.google.com/open?id=1ausCBrADzlhqoo6viuWP_e_zYdiqUKA7)

## Test
`python inference.py`

![image1](test/img192.jpg) 
![image2](test/img795.jpg)
![image3](test/img1095.jpg)