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_55809

ID: 1295916746

Label: 8

0_82684

ID: 1295917353

Label: 0

9_45509

ID: 1295916663

Label: 9

8_60198

ID: 1295916740

Label: 8

5_98122

ID: 1295916961

Label: 5

8_64284

ID: 1295916732

Label: 8

3_96273

ID: 1295917123

Label: 3

7_36039

ID: 1295916854

Label: 7

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	77,685
No. of clones	7