Kanyarat Thaneesorn / IoT_Tinyml Public

Target: Nordic nRF52840 DK (Cortex-M4F 64MHz) Clone this project

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IoT_Tinyml

Keyword spotting

About this project

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Data (3,482 samples)

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7bf801d1_nohash_3

ID: 1224745576

Label: cat

Sample length: 1s

2bfe70ef_nohash_1

ID: 1224788527

Label: dog

Sample length: 1s

a4ca3afe_nohash_0

ID: 1224753470

Label: cat

Sample length: 1s

257251e0_nohash_0

ID: 1224728035

Label: cat

Sample length: 1s

1c1060b1_nohash_0

ID: 1224726886

Label: cat

Sample length: 1s

edd8bfe3_nohash_0

ID: 1224796800

Label: dog

Sample length: 1s

4ca37738_nohash_0

ID: 1224736570

Label: cat

Sample length: 1s

7117fb6d_nohash_0

ID: 1224742818

Label: cat

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.7%

Test set

95.1%

On-device performance (Nordic nRF52840 DK (Cortex-M4F 64MHz), Quantized (int8))

Latency

297 ms.

Peak RAM usage

13.0K

Flash usage

31.7K

Run this model

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Dataset summary

Data collected

1h 3m 32s

Sensor

audio @ 16KHz

Labels

cat, dog, noise

Project info

Project ID	517165
License	Apache 2.0
No. of views	27,210
No. of clones	0