Resources and limitations
Performance validation
Model size and classification quality depend on configuration and training data. Cross-compilation alone does not establish successful operation on a specific device.
Scope
Total memory use, latency and energy consumption require target hardware measurements. The public demo is not such a measurement and does not establish accuracy on real equipment.