Reference Datasets

The YZLITE comes with datasets that are used by the reference models.

The source code for these datasets may be found on Github: https://github.com/ReRAM-Labs/yzlite/tree/master/yzlite/datasets.

Audio Datasets

yzlite.datasets.audio.speech_commands.speech_commands_v2

Google Speech Commands v2

yzlite.datasets.audio.direction_commands

Direction Commands

yzlite.datasets.audio.mlcommons.ml_commons_keywords

ML Commons Keywords

yzlite.datasets.audio.mlcommons.ml_commons_voice

ML Commons Voice Subset

yzlite.datasets.audio.background_noise.ambient

Generic Background Noise

yzlite.datasets.audio.background_noise.brd2601

BRD2601 Background Noise

yzlite.datasets.audio.background_noise.esc50

ESC: Dataset for Environmental Sound Classification

Image Datasets

yzlite.datasets.image.rock_paper_scissors_v1

Rock, Paper, Scissors v1

yzlite.datasets.image.rock_paper_scissors_v2

Rock, Paper, Scissors v2

yzlite.datasets.image.mnist

MNIST

yzlite.datasets.image.cifar10

CIFAR10

yzlite.datasets.image.fashion_mnist

Fashion-MNIST

Accelerometer Datasets

yzlite.datasets.accelerometer.tflm_magic_wand

Tensorflow-Lite Micro Magic Wand