AI • Machine Learning • Tech on Instagram: "Neural networks learn to classify data by forming decision boundaries that are typically used to separate different classes in the input space. In the video example, the decision boundary is used to draw the border between two countries. Boundaries are shaped behind the scenes by neural network layers, which mathematically transform input data and produce an output classification. The more neurons, the more complicated our decision boundary can be. Thi
AI • Machine Learning • Tech on Instagram: "Neural networks learn to …
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Insightforge | Data Science & AI on Instagram: "Convolutions: the secret behind how machines see In image processing and Convolutional Neural Networks (CNNs), convolutions use small grids called filters (or kernels). These filters slide across an image, multiplying their values with pixel intensities and summing the results to create a new output grid — the feature map. Every step of the kernel generates a new pixel in this map. By changing the stride (step size) or the kernel size, we can contr
Insightforge | Data Science & AI on Instagram: "Convolutions: the secret …
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