Michael Darby / Ammo Counter Public

Target: Raspberry Pi RP2040 (Cortex-M0+ 133MHz) Clone this project

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Ammo Counter

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Data (475 samples)

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normal_reload.3m5sbsi3

ID: 172678957

Label: normal_reload

Sample length: 2m 0s

normal_fire.3m30r0ga

ID: 172679105

Label: normal_fire

Sample length: 6s

normal_reload.3m5rvibh

ID: 172678960

Label: normal_reload

Sample length: 2m 0s

normal_fire.3m5qbp2g

ID: 172678986

Label: normal_fire

Sample length: 12s

normal_fire.3m30vs4b

ID: 172679100

Label: normal_fire

Sample length: 6s

normal_fire.3lrt97mf

ID: 172679156

Label: normal_fire

Sample length: 3s

normal_reload.3lrqg271

ID: 172679210

Label: normal_reload

Sample length: 12s

normal_movement.3lltmh0u

ID: 172679215

Label: normal_movement

Sample length: 6s

Model accuracy (Unoptimized (float32))

Validation set

98.0%

Test set

95.5%

On-device performance (Raspberry Pi RP2040 (Cortex-M0+ 133MHz), Quantized (int8))

Latency

17 ms.

Peak RAM usage

2.0K

Flash usage

25.0K

Run this model

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Dataset summary

Data collected

3h 8m 27s

Sensors

accX, accY, accZ, gyrX, gyrY, gyrZ @ 266Hz

Labels

normal_fire, normal_movement, normal_reload

Project info

Project ID	172613
Project version	4
License	Apache 2.0
No. of views	65,661
No. of clones	1