Developing a Low-Cost Raspberry Pi-based Camera Trap for Wildlife Detection


A walk through the ML Development

1. Objectives :

ML Objectives

2. Conventional Classification

Impala Classification

Waterbuck Classification on Uncropped Background

Waterbuck Classification on Cropped Background

Monkey Classification on Uncropped Background

Monkey Classification on Cropped Background

Snippet of multiple animals per image examples

3. Animal Detection

Animal Identification Example

Impala Identification Example

Impala Video Identification Example