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License: BSD 2-Clause "Simplified" License
Vision Package for delira
License: BSD 2-Clause "Simplified" License
Use dice score as metric (usually for segmentation).
We need a general class for Vision-Classifiers (maybe even in base-delira
) which takes a model and implements a base-closure. The create_...
functions should return an instance of this classifier.
Train all classification Networks implemented so far on
Include Resnets (18, 34, 50, 101, 152)
DenseNet (101, 121, 161, 169, 201)
remove imageops in delira once delira-vision is public
v1.0 and v1.1
Add VGG Networks (11, 13, 16, 19)
So far the GANs are implemented only with basic closures, but we should provide the possibility to combine them with APEX
Should include Backend-Agnostic implementations of the Following Datasets:
And corresponding tests by producing (small) fake data following the structure of the original dataset
Missing Tests:
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