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This is right? (weight file)

Open yeonsikch opened this issue 2 years ago • 2 comments

Hi. Thank you for your successful project.

I downloaded the ICDAR2013 pre-trained file of Weakly supervised learning and made inferences.

However, it showed better performance than the MLT pre-trained data for the Korean dataset.(Even for Korean data not included in ICDAR2013) Is right the weight file learned from scratch with ICDAR 2013 data?

Thnak you.

yeonsikch avatar Jan 17 '22 00:01 yeonsikch

this is the weight file. https://drive.google.com/file/d/16dl08NtuXX0_8N-vi6uNqQHe83eIvy3U/view?usp=sharing

yeonsikch avatar Jan 17 '22 00:01 yeonsikch

Hello @yeonsikch . The ICDAR13 model is first trained on the SynthText dataset using strong supervision and later fine-tuned using weak supervision on the ICDAR 2013 dataset. As the SynthText dataset has a lot of diversity in the background and font of the text, it is possible that the model generalizes for Korean data as well.

mayank-git-hub avatar Feb 13 '22 16:02 mayank-git-hub