Stacked_Text:
Baidu Netdisk: https://pan.baidu.com/s/1g_tZ6GZe2GoCl0TM5eYhMA?pwd=1234 Code: 1234
ICDAR13_chars:
Baidu Netdisk: https://pan.baidu.com/s/1zuv09vkjd27_hsCLZF5AIg?pwd=1234 Code: 1234
Python3 PyTorch TorchVision Pillow imageio numpy
Create ./data folder, and unzip the dataset file to this folder. The default code will utilize the static dataset Stacked_Text; if you want to generate the stacked images dynamically in training, download and unzip the ICDAR13_chars file, and change the dataset class in train.py from StackedText_static to StackedText.
If GPU is available, the code will automatically use the GPU. To train a baseline model, use
python train.py --method noneTo train a model with our method, use
python train.py --method testTo generate samples and test the metrics with the trained model, run
python generate_and_eval.py --method none
python generate_and_eval.py --method test