Lens distortion correction for Python, a wrapper for lensfun
lensfunpy is an easy-to-use Python wrapper for the lensfun library.
How to find cameras and lenses:
import lensfunpy cam_maker = 'NIKON CORPORATION' cam_model = 'NIKON D3S' lens_maker = 'Nikon' lens_model = 'Nikkor 28mm f/2.8D AF' db = lensfunpy.Database() cam = db.find_cameras(cam_maker, cam_model) lens = db.find_lenses(cam, lens_maker, lens_model) print(cam) # Camera(Maker: NIKON CORPORATION; Model: NIKON D3S; Variant: ; # Mount: Nikon F AF; Crop Factor: 1.0; Score: 0) print(lens) # Lens(Maker: Nikon; Model: Nikkor 28mm f/2.8D AF; Type: RECTILINEAR; # Focal: 28.0-28.0; Aperture: 2.79999995232-2.79999995232; # Crop factor: 1.0; Score: 110)
How to correct lens distortion:
import cv2 # OpenCV library focal_length = 28.0 aperture = 1.4 distance = 10 image_path = '/path/to/image.tiff' undistorted_image_path = '/path/to/image_undist.tiff' im = cv2.imread(image_path) height, width = im.shape, im.shape mod = lensfunpy.Modifier(lens, cam.crop_factor, width, height) mod.initialize(focal_length, aperture, distance) undist_coords = mod.apply_geometry_distortion() im_undistorted = cv2.remap(im, undist_coords, None, cv2.INTER_LANCZOS4) cv2.imwrite(undistorted_image_path, im_undistorted)
Binary wheels for Linux, macOS, and Windows are provided for Python 2.7, 3.4, 3.5, and 3.6. These can be installed with a simple pip install rawpy. Currently, Linux and macOS wheels are only available as 64 bit versions.
Installation from source on Linux/macOS
If you have the need to use a specific lensfun version or you can’t use the provided binary wheels then follow the steps in this section to build lensfunpy from source.
First, install the lensfun library on your system.
On Ubuntu, you can get (an outdated) version with:
sudo apt-get install liblensfun-dev
Or install the latest developer version from the GIT repository:
git clone git://git.code.sf.net/p/lensfun/code lensfun cd lensfun cmake . sudo make install
After that, install lensfunpy using pip install lensfunpy --no-binary :all:.
If you get the error “ImportError: liblensfun.so.0: cannot open shared object file: No such file or directory” when trying to use lensfunpy, then do the following:
echo "/usr/local/lib" | sudo tee /etc/ld.so.conf.d/99local.conf sudo ldconfig
The lensfun library is installed in /usr/local/lib when compiled from source, and apparently this folder is not searched for libraries by default in some Linux distributions. Note that on some systems the installation path may be slightly different, such as /usr/local/lib/x86_64-linux-gnu or /usr/local/lib64.
lensfunpy depends on NumPy. The minimum supported NumPy version depends on your Python version:
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.