Edge Impulse Inc. / Syntiant-RC-Go-Stop Nicla Public

Target: Cortex-M4F 80MHz Clone this project

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Syntiant-RC-Go-Stop Nicla

Keyword spotting

About this project

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Data (12,229 samples)

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stop.2b63vmfm.454a3994b8cf.json.2bjbcg3a

ID: 157752045

Label: stop

Sample length: 968ms

go.2b644k5v.454a3994b8cf.json.2bjbf1u4

ID: 157749846

Label: go

Sample length: 968ms

go.2b6433ee.454a3994b8cf.json.2bjbdrfe

ID: 157750623

Label: go

Sample length: 968ms

go.2b645pvk.454a3994b8cf.json.2bjbgp6p

ID: 157748834

Label: go

Sample length: 968ms

z_openset.0bd689d7_nohash_0.wav.2bir5o64.eb89fd814ec1.json.2bjbv43e

ID: 157744717

Label: z_openset

Sample length: 570ms

go.2b644p15.454a3994b8cf.json.2bjbf767

ID: 157749737

Label: go

Sample length: 968ms

stop.2b63ut2o.454a3994b8cf.json.2bjbc94g

ID: 157752569

Label: stop

Sample length: 968ms

go.2b644piv.454a3994b8cf.json.2bjbf7hn

ID: 157749735

Label: go

Sample length: 968ms

Model accuracy (Unoptimized (float32))

Validation set

97.9%

Test set

96.0%

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

Latency

25 ms.

Peak RAM usage

3.8K

Flash usage

550.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

2h 54m 52s

Sensor

audio @ 16KHz

Labels

go, stop, z_openset

Project info

Project ID	137011
Project version	2
License	BSD 3-Clause Clear
No. of views	69,888
No. of clones	68