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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4_71640

ID: 1295917071

Label: 4

8_57379

ID: 1295916739

Label: 8

3_61542

ID: 1295917159

Label: 3

1_96009

ID: 1295917281

Label: 1

7_79993

ID: 1295916817

Label: 7

5_73726

ID: 1295916988

Label: 5

6_23966

ID: 1295916947

Label: 6

9_39819

ID: 1295916671

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	83,669
No. of clones	7