concept:transfer-learning
Transfer Learning
Transfer Learning in the context of production machine-learning systems.
Lessons
Formal explanations, examples, simulations, and checkpoints.
Image ML
Transfer 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.