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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3_80875

ID: 1295917138

Label: 3

9_53126

ID: 1295916657

Label: 9

9_34843

ID: 1295916675

Label: 9

8_14581

ID: 1295916784

Label: 8

4_19027

ID: 1295917120

Label: 4

1_96156

ID: 1295917282

Label: 1

5_23795

ID: 1295917030

Label: 5

5_37039

ID: 1295917017

Label: 5

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	73,592
No. of clones	7