Altaga / Illegal Logging Detector Ultra Public

Target: XIAO BLE Sense Clone this project

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Illegal Logging Detector Ultra

Keyword spotting

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Data (39 samples)

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chainsaw3

ID: 2254568615

Label: Chainsaw

Sample length: 1m 0s

forest8

ID: 2254568554

Label: Standby

Sample length: 1m 0s

forest6

ID: 2254568562

Label: Standby

Sample length: 1m 0s

people7

ID: 2254568528

Label: Human

Sample length: 1m 0s

forest5

ID: 2254568578

Label: Standby

Sample length: 1m 0s

people10

ID: 2254568547

Label: Human

Sample length: 1m 0s

chainsaw2

ID: 2254568617

Label: Chainsaw

Sample length: 1m 0s

chainsaw13

ID: 2254568619

Label: Chainsaw

Sample length: 49s

Model accuracy, Impulse #2 (Less Layers) (Unoptimized (float32))

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Validation set

95.3%

Test set

94.1%

On-device performance (XIAO BLE Sense, Quantized (int8))

Latency

508 ms.

Peak RAM usage

22.8K

Flash usage

29.9K

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Dataset summary

Data collected

38m 23s

Sensor

audio @ 16KHz

Labels

Chainsaw, Human, Standby

Project info

Project ID	782193
License	3-Clause BSD
No. of views	482
No. of clones	0