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hell0_w0rId2018-11-23 12:37:14
Neural networks
hell0_w0rId, 2018-11-23 12:37:14

How can I solve the captcha?

How can I solve the captcha?
There is a 5 digit captcha and solutions to it.
I understand that you need to use a convolutional neural network.
But what layers it should consist of, I did not understand.
1. Input (image)
2. First convolutional layer
3. Subsampling layer
4. Second convolutional layer
5. Subsampling layer
6. ????
7. Exit (5 characters)
What's in 6?

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2 answer(s)
I
ivodopyanov, 2018-11-23
@hell0_w0rId

As usual, just google
https://medium.com/@ageitgey/how-to-break-a-captch...

A
Arseny Kravchenko, 2018-11-25
@Arseny_Info

Usually in classification, before the last layer, something like global average pooling is done to reduce the spatial dimension. But in general, I strongly doubt that the network you described in 6 layers will be able to learn something.

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