TinyML ModelsΒΆ
The following models are used by the TinyML benchmark.
The source code for these models may be found on Github: https://github.com/ReRAM-Labs/yzlite/tree/master/yzlite/models/tinyml.
| Name | Description |
|---|---|
| Anomaly Detection | MLPerf Tiny anomaly detection reference model |
| Image Classification | MLPerf Image classification (ResNetv1-10 with CIFAR10) |
| Keyword Spotting | MLPerf Keyword spotting for 10 words |
| Visual Wake Words | MLPerf Visual Wakeword - Person detection (MobileNetv1 with COCO14) |