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This Is How AI Sees Images (Convolution in 15 Lines) 👁️
Ever wondered how a neural network actually "sees" an image? It starts here — convolution, built from scratch in ~15 lines of NumPy. A convolution slides a small grid (a kernel) across an image and, at each position, multiplies and sums. That's it. Change the kernel and you change what it detects — this one, [[-1, 0, 1]] repeated, is a ...
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