Methodology for training about crnn-pytorch

[niddal-imam]

Hi,

I have read an article mentioned an algorithm for training text recognition model called curriculum learning. I think it matches your idea. This is the title of the paper: Rosetta: Large Scale System for Text Detection and Recognition in Images.

I hope it helps.

[mariembenslama]

Thanks for the answer, I just checked out the articles and it seems interesting! But I wonder if it will work in our case. Feeding the algorithm little by little will that really bring high accuracy?

But I guess going with Holmeyoung's idea about large dataset = better answer in this case is probably the right thing.

But due to my machine's limits and since I'm using google colab (12 hours free gpu use only) as a tool for DL is giving me a disadvantage here when creating a large dataset 😌 That's why I thought about this idea.

Anyways, thanks a lot for the answer 😄 Also do you recommend any DL tools/environnement?

[niddal-imam]

Yes, it is worth it.

Goodluck.

[niddal-imam]

No problems. Actually, I am using paperspace, but it is not free unfortunately 😌.

[mariembenslama]

Hehe I see,it's troubling right 😅

Well, it's worth it when your program work 😊

Thanks for the suggestion and the answer :)