proboscis / mangalineextraction

The pre-trained model and testing code of paper "Deep Extraction of Manga Structural Lines"

Manga Line Extraction

erika_unstable.h5(weight)

To download the file please follow this link: https://www.dropbox.com/s/m1f5n8xbrpkl37r/erika_unstable.h5?dl=0 Please use this file as the pre-trained weight for testing.

Requirement

• Python3
• keras==1.2.0 (1.2.2 is okay too)
• theano==0.9
• python-opencv
• h5py
• cuda is optional but highly recommended

It's strongly recommended to use virtualenv to build the testing environment.

Forward Compatibility

As this project is build against theano, you need to modify the dim orderding into "th"/"channels_first" in your keras.json.

For details of testing with latest version of tensorflow, please refer to #1 .

~/.keras/keras.json
{
image_dim~thing as "th"
}

Usage

    test_mse.py [source folder] [output folder]

Example:

    test_mse.py ./Arisa ./output

The outputs will be clipped to 0-255.

For more details please take a look at the source files. Thanks.