Vocabulary

Understand the term. Connect the concept.

A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

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Depthwise Convolution

CNNs · Level 2 of 5

Depthwise Convolution

Applying a separate spatial filter to each input channel.

Channel mixing usually requires an additional operation.

Example

Each color-derived feature channel is filtered independently.

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Audio transcript

Depthwise Convolution. Applying a separate spatial filter to each input channel. Channel mixing usually requires an additional operation. For example: Each color-derived feature channel is filtered independently.

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This helps you interpret feature shapes and spatial behavior in image networks.

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Convolution

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