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

About this project

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Data (300 samples)

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11_11147

ID: 2261710143

Label: chainsaw

Sample length: 2s

9_10973

ID: 2261710422

Label: vehicle

Sample length: 2s

15_11570

ID: 2261710271

Label: gunshot

Sample length: 2s

9_10966

ID: 2261710416

Label: vehicle

Sample length: 2s

15_11565

ID: 2261710272

Label: gunshot

Sample length: 2s

11_11121

ID: 2261710104

Label: chainsaw

Sample length: 2s

15_11507

ID: 2261710283

Label: gunshot

Sample length: 2s

15_11531

ID: 2261710307

Label: gunshot

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	6,905
No. of clones	6