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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chainsaw13

ID: 2254568619

Label: Chainsaw

Sample length: 49s

forest5

ID: 2254568578

Label: Standby

Sample length: 1m 0s

chainsaw1

ID: 2254568627

Label: Chainsaw

Sample length: 1m 0s

chainsaw11

ID: 2254568623

Label: Chainsaw

Sample length: 1m 0s

people2

ID: 2254568538

Label: Human

Sample length: 1m 0s

people12

ID: 2254568542

Label: Human

Sample length: 1m 0s

forest2

ID: 2254568587

Label: Standby

Sample length: 1m 0s

chainsaw6

ID: 2254568609

Label: Chainsaw

Sample length: 59s

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	311
No. of clones	0