Edge Impulse Experts / Solar Edge AI Forest Watcher for Logging and Poaching Public

Target: Cortex-M4F 80MHz Clone this project

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Solar Edge AI Forest Watcher for Logging and Poaching

Audio

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Data (300 samples)

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11_11108

ID: 2261710112

Label: chainsaw

Sample length: 2s

5_10549

ID: 2261710453

Label: zbackground

Sample length: 2s

15_11545

ID: 2261710322

Label: gunshot

Sample length: 2s

5_10518

ID: 2261710502

Label: zbackground

Sample length: 2s

15_11510

ID: 2261710292

Label: gunshot

Sample length: 2s

9_10950

ID: 2261710406

Label: vehicle

Sample length: 2s

2_10231

ID: 2261710493

Label: zbackground

Sample length: 2s

27_12758

ID: 2261710514

Label: zbackground

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

77.1%

Test set

57.4%

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

Latency

308 ms.

Peak RAM usage

17.9K

Flash usage

32.4K

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Dataset summary

Data collected

10m 0s

Sensor

audio @ 48KHz

Labels

chainsaw, gunshot, vehicle, zbackground

Project info

Project ID	785094
License	3-Clause BSD
No. of views	4,475
No. of clones	3