croptoelie
Content aware cropping.
Crops images based on entropy: leaving the most interesting part intact.
Don't expect this to be a replacement for human cropping, it is an algorythm and not an extremely smart one at that :).
Best results achieved in combination with scaling: the cropping is then only used to square the image, cutting off the least interesting part. The trimming simply chops off te edge that is least interesting, and continues doing so, untill it reached the requested size.
Usage
Use it in carrierwave, in a custom manipulate!
block. For example, carrierwave in a Rails project:
File uploaders/attachement_uploader.rb:
def smart_crop_and_scale(width, height)
manipulate! do |img|
img = CropToelie.new(img)
img = img.smart_crop_and_scale(width, height)
img = yield(img) if block_given?
img
end
end
# Create different versions of your uploaded files:
version :thumb do
process :smart_crop_and_scale => [80, 80]
end
Contributing to croptoelie
- This is one of my first more complex Ruby gems. So any help in general improvement is welcome. If you read the code and thing "OMG, what was he thinking, the answer is probably 'I wasn't'". Feel free to tell me so.
- RMagick is not the cleanest and leanest of all image-manipulation libraries in Ruby, but it was the only one where I found enough documentation and that had the features I needed (such as histograms). If you have better ideas, feel free to tell me them.
- I only use this gem with carrierwave, so other implementations are probably not well done. If you want to use it in any other project, please tell me what I should change to make your life easier.
The integration in carrierwave should be simpler. I would love to be able to say
process :smart_crop_and_scale
instead of having to use the smartcropper as class in a custom carrierwavemanipulate!
block. My knowledge of Ruby, Carrierwave and how to get this integration done properly is limited, if you have a patch, or a suggestion, that would be great!Check out the latest master to make sure the feature hasn't been implemented or the bug hasn't been fixed yet
Check out the issue tracker to make sure someone already hasn't requested it and/or contributed it
Fork the project
Start a feature/bugfix branch
Commit and push until you are happy with your contribution
Please try not to mess with the Rakefile, version, or history. If you want to have your own version, or is otherwise necessary, that is fine, but please isolate to its own commit so I can cherry-pick around it.
Changelog
2011-04-19: Replace crop with crop! avoids copying large chunks of images around. 2011-04-18: Limit to N steps, instead of step_size. 2011-04-16: Introduce tests and a profiler script, to profile performance.
Todo
Improved algorythm: first @image.scale by F, investigate the entropy on that, most-interesting square by factor F is to-be-cropped area.
Copyright
Copyright (c) 2011 Bèr Kessels. See LICENSE.txt for further details.