Michael Darby / Ammo Counter Public

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

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Ammo Counter

About this project

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Data (475 samples)

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normal_fire.3m34p9dj

ID: 172679068

Label: normal_fire

Sample length: 6s

normal_fire.3lrre4vn

ID: 172679186

Label: normal_fire

Sample length: 6s

normal_fire.3mdpgt0r

ID: 172678914

Label: normal_fire

Sample length: 10s

normal_movement.3m5ki45f

ID: 172679016

Label: normal_movement

Sample length: 2m 0s

normal_fire.3m5pshct

ID: 172678995

Label: normal_fire

Sample length: 12s

normal_fire.3m5tki1a

ID: 172678939

Label: normal_fire

Sample length: 12s

normal_fire.3m349ifr

ID: 172679086

Label: normal_fire

Sample length: 6s

normal_fire.3m5rfuk7

ID: 172678965

Label: normal_fire

Sample length: 12s

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

On any device

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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	79,118
No. of clones	2