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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7_45751

ID: 1295916845

Label: 7

8_23538

ID: 1295916782

Label: 8

4_95542

ID: 1295917048

Label: 4

8_48922

ID: 1295916753

Label: 8

6_31303

ID: 1295916945

Label: 6

9_77443

ID: 1295916638

Label: 9

0_32993

ID: 1295917400

Label: 0

1_44897

ID: 1295917327

Label: 1

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	83,667
No. of clones	7