Convolutional Tiling

Choose an image to get started
Input Image
Kernel
Sobel X
Kernel View
Feature Map
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Tiled Convolution with Halo
Input Image
Tile + Halo (extracted)
halo halo halo halo
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Kernel
3x3 view
Convolved (pre-crop)
Only green region kept
Final Output
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Core Tile (kept)
Halo (discarded)
Parallel Tiled Convolution
Input Image
All Tiles (parallel)
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Final Output
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Core Tile (kept)
Halo (discarded)
Parallel Processing