Camron Kazerounian / BPM Detector Public

Target: Alif HE (Cortex-M55 160MHz + U55-128MACC) Clone this project

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BPM Detector

Audio

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Data (78 samples)

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claps_80bpm_24_beat_c

ID: 1482049207

Label: 80

Sample length: 5s

claps_60bpm_30_beat_d

ID: 1462703502

Label: 60

Sample length: 5s

claps_80bpm_18_beat_c

ID: 1482049183

Label: 80

Sample length: 5s

claps_80bpm_3_beat_a

ID: 1482049181

Label: 80

Sample length: 5s

claps_60bpm_31_beat_d

ID: 1462703506

Label: 60

Sample length: 5s

claps_80bpm_7_beat_b

ID: 1482049185

Label: 80

Sample length: 5s

claps_80bpm_37_beat_e

ID: 1482049223

Label: 80

Sample length: 5s

claps_60bpm_17_beat_c

ID: 1462703480

Label: 60

Sample length: 5s

Model accuracy, Meow Impulse (Unoptimized (float32))

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Validation set

Test set

On-device performance (Alif HE (Cortex-M55 160MHz + U55-128MACC), Unoptimized (float32))

Latency

110 ms.

Peak RAM usage

132.6K

Flash usage

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Dataset summary

Data collected

6m 31s

Sensor

audio @ 44.1KHz

Labels

60 .. 80

Project info

Project ID	567231
License	Apache 2.0
No. of views	3,420
No. of clones	0