concept:convolution
Convolution
Convolution in the context of production machine-learning systems.
Lessons
Formal explanations, examples, simulations, and checkpoints.
Image ML
Images are data contracts
Use images are data contracts to move the vision production brief toward a defensible release.
Image MLConvolution under the microscope
Use convolution under the microscope to move the vision production brief toward a defensible release.
Image MLReceptive fields, normalization, and residuals
Use receptive fields, normalization, and residuals to move the vision production brief toward a defensible release.
Courses & assignments
Dependency-authoritative learning units.
Casebook
Reported facts and course reconstructions.