Image
Spatial raster data used in classification, detection, segmentation, and multimodal systems.
Lessons
Formal explanations, examples, simulations, and checkpoints.
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.
Image MLTransfer learning for classification, detection, and segmentation
Use transfer learning for classification, detection, and segmentation to move the vision production brief toward a defensible release.
Image MLVision in the wild: thresholds, latency, and drift
Use vision in the wild: thresholds, latency, and drift to move the vision production brief toward a defensible release.
Courses & assignments
Dependency-authoritative learning units.
Casebook
Reported facts and course reconstructions.