If you want to train with SCUT-8k dataset then firtsly run creat_mask_for_scut_syn.py
The following two sample videos show the results of TPFNet network. In these videos, the left-most frame shows the original video. The middle frame shows the video after text-erasure by TPFNet. The right-most frame shows the attention map of text.
Poem video: https://drive.google.com/file/d/11l0STpYpxlxsaXXwXiJS1gyYrTiH37ho/view?usp=share_link
Sports news video: https://drive.google.com/file/d/1-6ra8poRShUXkNe5p0QUfT4k8KRX_EVa/view