Camron Kazerounian / BPM Detector Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

BPM Detector

Audio

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (78 samples)

View all

claps_60bpm_30_beat_d

ID: 1462703502

Label: 60

Sample length: 5s

claps_80bpm_26_beat_d

ID: 1482049233

Label: 80

Sample length: 5s

claps_80bpm_18_beat_c

ID: 1482049183

Label: 80

Sample length: 5s

claps_60bpm_19_beat_c

ID: 1462703460

Label: 60

Sample length: 5s

claps_60bpm_16_beat_c

ID: 1462703488

Label: 60

Sample length: 5s

claps_60bpm_1_beat_a

ID: 1462703470

Label: 60

Sample length: 5s

claps_80bpm_19_beat_c

ID: 1482049175

Label: 80

Sample length: 5s

claps_60bpm_23_beat_c

ID: 1462703526

Label: 60

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

Test set

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

412 ms.

Peak RAM usage

132.6K

Flash usage

30.2K

Run this model

On any device

Clone project

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	3,094
No. of clones	0