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How to generate char mask for V2 of coco Text. #24

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crazysal opened this issue Mar 5, 2019 · 4 comments
Open

How to generate char mask for V2 of coco Text. #24

crazysal opened this issue Mar 5, 2019 · 4 comments

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@crazysal
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crazysal commented Mar 5, 2019

the website mentions
Mask Annotations
Segmentation mask is annotated for every word, allowing fine-level detection.

how to generate those ?

@crazysal
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crazysal commented Mar 5, 2019

Or do you mean only the binary word level bbox masks as in used for localisation iou ?

@andreasveit
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Thank you for your interest in coco text. For V2 of the dataset, please refer to
https://github.com/bgshih/coco-text

@crazysal
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crazysal commented Mar 7, 2019

Thanks for the quick reply @andreasveit , I did come from the v2 repo. Unfortunately as it is a fork, there doesn't seem to be a way to open issues @bgshih could mayb create it as an independent repo .
I am currently working on an end-to-end scene text recognition model.
And for now I conceded with working with Synthtext as my project needed char box level annotation which I assumed was there in coco-text but it only has the word bbox level segmentation masks. Though the need is for a pre-training step and any model pre-trained on SynthText requires unending amounts of fine-tuning for generalization to other datasets like that of ICDAR as the it just ends up learning any background texture as the text pixels... .
Please advice.
Would it be possible to generate binary masks otherwise as one could for coco panoptic segmentation task using the coco-api. I could try extracting character contour masks from those.

@ZDDEAN
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ZDDEAN commented Sep 20, 2019

请问您有将synthtext数据集格式转换为icdar格式的脚本?

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