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Medical image segmentation by exploiting spatial redundancy in images through Octave convolution and Filters redundancy through LinearConv

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ArnolFokam/OctaveConv-LinearConv-UNET

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Get Data

The get all the dataset used in this research, please run the following commands.

kaggle datasets download mateuszbuda/lgg-mri-segmentation
kaggle datasets download kmader/nih-deeplesion-subset
kaggle datasets download nikhilpandey360/chest-xray-masks-and-labels

unzip lgg-mri-segmentation.zip -d ./data/brain-lesion-seg
rm chest-xray-masks-and-labels.zip

unzip chest-xray-masks-and-labels.zip -d ./data/chest-xray-seg
rm lgg-mri-segmentation.zip

unzip nih-deeplesion-subset.zip -d ./data/brain-lesion-seg
rm nih-deeplesion-subset.zip

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Medical image segmentation by exploiting spatial redundancy in images through Octave convolution and Filters redundancy through LinearConv

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