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scikit-image

Python library for advanced image processing and computer vision

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Image processing in Python

Commands

scikit-image

Examples

Import and use scikit-image in Python for image filtering

$ python -c "from skimage import io, filters; img = io.imread('image.jpg'); filtered = filters.gaussian(img); io.imsave('output.jpg', filtered)"

Perform edge detection on an image using Canny edge detector

$ python -c "from skimage import io, feature; img = io.imread('image.jpg'); edges = feature.canny(img); io.imsave('edges.jpg', edges)"

Resize and convert image to grayscale

$ python -c "from skimage import io, transform, color; img = io.imread('image.jpg'); resized = transform.resize(img, (256, 256)); gray = color.rgb2gray(resized); io.imsave('processed.jpg', gray)"