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This is the R version of [captcha recognition](http://blog.xlvector.net/2016-05/mxnet-ocr-cnn/) example by xlvector and it can be used as an example of multi-label training. For a captcha below, we consider it as an image with 4 labels and train a CNN over the data set.
![](captcha_example.png)
You can download the images and `.rec` files from [here](https://drive.google.com/open?id=0B_52ppM3wSXBdHctQmhUdmlTbDQ). Since each image has 4 labels, please remember to use `label_width=4` when generating the `.rec` files.