Mateusz / Animal Binary Classifier Public

Target: Espressif ESP-EYE (ESP32 240MHz) 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.

Animal Binary Classifier

Images

About this project

See Animals on Road Monitor and Warning System

Data (120 items)

View all

empty.088

ID: 2250801802

Label: empty

animal.029

ID: 2250801677

Label: animal

empty.115

ID: 2250801854

Label: empty

animal.025

ID: 2250801673

Label: animal

empty.060

ID: 2250801749

Label: empty

empty.112

ID: 2250801842

Label: empty

animal.021

ID: 2250801665

Label: animal

animal.020

ID: 2250801669

Label: animal

Model accuracy (Unoptimized (float32))

Validation set

75.0%

Test set

100.0%

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

5093 ms.

Peak RAM usage

277.2K

Flash usage

62.8K

Run this model

On any device

Clone project

Dataset summary

Data collected

120 items

Labels

animal, empty

Project info

Project ID	780187
License	3-Clause BSD
No. of views	960
No. of clones	0