SRI-Conv 1.0.0

Official package for 'Symmetric Rotation-Invariant Convolutional Kernel'

Official Pypi Implementation of "SRI-Conv: Symmetric Rotation-Invariant Convolutional Kernel"

Yuexi Du, Nicha, Dvornek, John Onofrey Yale University

This is the initial official release of SRI_Conv

version: 1.0.0

Requirement:

"scipy>=1.9.1",
"numpy>=1.23.1",
"torch>=1.13.0"

Usage

>>> import torch
>>> from SRI_Conv import SRI_Conv2d, sri_resnet18
>>> x = torch.randn(2, 3, 32, 32)
>>> sri_conv = SRI_Conv2d(3, 16, 3)
>>> conv_out = sri_conv(x)
>>> sri_r18 = sri_resnet18()
>>> output = sri_r18(x)