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imops - ultra fast classical CV algorithms for Python
Oct. 26, 2023, 4:32 p.m. | /u/name_with16chars
Computer Vision www.reddit.com
tl/dr: [imops](https://github.com/neuro-ml/imops) is a collection of carefully optimized CV algorithms for numpy arrays of any dimension!
I work in medical imaging, mostly with 3D CT/MRI. This is a pretty computational heavy field with a focus on near-real time processing.
To my surprise, many of the CV algorithms from scipy and skimage are painfully slow. We reimplemented some of them in Cython and added support for arrays of any dimension.
You can find the project [here](https://github.com/neuro-ml/imops), and the [benchmarks …
algorithms computational computervision cython focus imaging medical medical imaging mri near processing python scipy skimage support surprise them work
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