Alex Martishin / martishin-mnist Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

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martishin-mnist

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Data (1,003 items)

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8_25092

ID: 1295916778

Label: 8

2_42992

ID: 1295917250

Label: 2

9_98987

ID: 1295916620

Label: 9

2_12193

ID: 1295917280

Label: 2

5_35632

ID: 1295917020

Label: 5

0_42647

ID: 1295917388

Label: 0

0_44231

ID: 1295917387

Label: 0

9_84506

ID: 1295916633

Label: 9

Model accuracy (Unoptimized (float32))

Validation set

78.1%

Test set

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

927 ms.

Peak RAM usage

115.9K

Flash usage

321.8K

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Dataset summary

Data collected

1,003 items

Labels

0, 1, 2, 3, 4 and 5 others

Project info

Project ID	537816
License	Apache 2.0
No. of views	73,594
No. of clones	7