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JPEG Image Convolution in CUDA. Kernels for convolution, replication padding, and matrix multiplication.

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Convolution Library for Images

The program adds padding to an image and then applies convolution using a configurable filter, all in parallel using CUDA. The default filter will apply a Gaussian Blur.

Other kernels to test with (sobel filters)

Brighten image matrix: 0.2 0.2 0.2 0.2 0.2 0.2 0.2 0.2 0.2

Darken image: 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1

Gausian Blur: 0.0625 0.125 0.0625 0.125 0.25 0.125 0.0625 0.125 0.0625

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JPEG Image Convolution in CUDA. Kernels for convolution, replication padding, and matrix multiplication.

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