Added caffe input txt
I run CAFFE training

but some images were something wrong.
Added an ipynb to create fixed dataset

Some files in original dataset are gray. To feed them into caffe, I
convert them to RGB images. Create symlinks of valid files and rgb
images for gray images.
Re-created dataset with valid images
Shuffle data