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Sample data for the custom dataset #4

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abrar-aw opened this issue Dec 24, 2022 · 2 comments
Open

Sample data for the custom dataset #4

abrar-aw opened this issue Dec 24, 2022 · 2 comments

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@abrar-aw
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Hi there, I really appreciate your work and I am trying to implement this on a custom dataset with different signs. Could you provide a sample dataset and details related to the dataset, like the number of samples for each sign, how were they edited to suit the model, and every other necessary detail to make it work on a custom dataset?

I tried training your model with a custom dataset (videos of sign language) and also the WLASL one and I have not been able to really get the gestures to be detected, so I am looking to make some webcam samples (I am assuming that's your custom dataset)

I am hoping you could help, thanks!

@simonefinelli
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I proceeded to upload my thesis (https://github.com/simonefinelli/ASL-Real-time-Recognition/tree/main/docs/thesis/italian_version), in which all the requested information is reported. Unfortunately for now it's only in Italian, as soon as I have some time I'll make a translation.

@abrar-aw
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Thank you so much, it looks like you used the WLASL dataset, but augmented it to increase the number of samples and create the custom dataset.

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