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neuro-ml / imops

Efficient parallelizable algorithms for multidimensional arrays to speed up your data pipelines
https://neuro-ml.github.io/imops/
MIT License
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Morphology benchmarks to torch (CPU), for example kornia #44

Open ogencoglu opened 1 year ago

ogencoglu commented 1 year ago

kornia has torch-native morphology ops. Benchmarks to that would be great. I guess accounting numpy to torch and back to numpy conversions to have apples to apples. All on CPU obviously.

vovaf709 commented 1 year ago

Yes, good idea, thanks! We will benchmark against kornia and some other popular libraries very soon #33

ogencoglu commented 1 year ago

Maybe also for openCV

ogencoglu commented 1 year ago

Also possibly with mahotas, smil, pyvips which all claim to be really fast regarding these kind of operations.

vovaf709 commented 1 year ago

Thx, nice suggestions! We will include them in benchmark list