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vicariousinc / science_rcn

Reference implementation of a two-level RCN model
https://www.vicarious.com/Common_Sense_Cortex_and_CAPTCHA.html
MIT License
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How to train using Yahoo or reCaptcha? #5

Open yeguixin opened 7 years ago

yeguixin commented 7 years ago

I tried to using the program to train using Yahoo's data provided in your blog, but failed to print the following error message:

INFO:main:Training on 124 images... INFO:main:Testing on 0 images... Traceback (most recent call last): File "science_rcn/run.py", line 230, in parallel=options.parallel) File "science_rcn/run.py", line 95, in run_experiment print "Total test accuracy = {}".format(float(correct) / len(test_results)) ZeroDivisionError: float division by zero

We used the following commond: python science_rcn/run.py --train_size 20 --test_size 20 --parallel

Thanks

tbraga14 commented 7 years ago

Hi Yeguixin,

INFO:main:Testing on 0 images...

This means run.py cannot access testing samples. I can reproduce your error by removing folders 0/1/2.. from /testing of the provided MNIST dataset. Therefore, it may be the folder structure, as line 133 def _load_data assumes...

    training/
        0/
        1/
        2/
        ...
    testing/
        0/
        ...

.. inside data/MNIST folder.

This git was made to work with MNIST at first so you have to modify the file(s) yourself if you want to run other datasets. A simple command won't do it in this case.

yeguixin commented 7 years ago

I know, you mean you only published the code to recognize MNIST? But I want to konw how to train and test the Yahoo or reCaptcha using the dataset you provided in your paper. Thanks.

tbraga14 commented 7 years ago

Hi Yeguixin,

Sorry, but, just to clarify, it wasn't I who published the code/research. I just meant to help by what I could see in the code directly (run.py, line 2):

Reference implementation of a two-level RCN model for MNIST classification experiments.

I'm afraid I can't provide a better answer than that so you could wait for an official reply from the devs. Thanks.

yeguixin commented 7 years ago

I see. Thanks

Chong-Jiao commented 6 years ago

@yeguixin Have you successfully applied it to the traning and testing in the reCaptcha dataset? if so, could you share you codes with me?

liwanyue123 commented 5 years ago

anyone succeed ？

yashy23 commented 5 years ago

did anyone got it ??