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Develop a shared weights model to detect table and text inside the table at the same time #11

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sgrpanchal31 opened this issue Aug 19, 2018 · 1 comment
Open

Develop a shared weights model to detect table and text inside the table at the same time #11

sgrpanchal31 opened this issue Aug 19, 2018 · 1 comment
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enhancement New feature or request Future proofing

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@sgrpanchal31
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We are using two different model, one for detecting tables and the other to detect text inside the table.
Though their outputs are different, calculations in the initial layers of the models are the same but still, they are being done twice.
Therefore, developing such a model will reduce the inference time by at least 50%.
@sgrpanchal31 sgrpanchal31 added enhancement New feature or request Future proofing labels Aug 19, 2018
@mariemabc
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did you try sharing weights between RPN and ctpn ?

@teolemon teolemon moved this to To discuss and validate in 🤖 Artificial Intelligence @ Open Food Facts Sep 20, 2022
@teolemon teolemon changed the title developing a shared weights model to detect table and text inside the table at the same time. Develop a shared weights model to detect table and text inside the table at the same time Sep 20, 2022
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enhancement New feature or request Future proofing
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🤖 Artificial Intelligence @ Open Food Facts
Status: To discuss and validate
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@sgrpanchal31 @mariemabc