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

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Solar Edge AI Forest Watcher for Logging and Poaching

Audio

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (300 samples)

View all

9_10923

ID: 2261710384

Label: vehicle

Sample length: 2s

6_10667

ID: 2261710504

Label: zbackground

Sample length: 2s

9_10958

ID: 2261710413

Label: vehicle

Sample length: 2s

27_12750

ID: 2261710474

Label: zbackground

Sample length: 2s

23_12341

ID: 2261710494

Label: zbackground

Sample length: 2s

9_10918

ID: 2261710376

Label: vehicle

Sample length: 2s

23_12314

ID: 2261710463

Label: zbackground

Sample length: 2s

6_10641

ID: 2261710476

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

Run this model

Scan QR code or launch in browser

Launch in browser

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	10,387
No. of clones	13