Skip to content

TinyML Based Bird watcher

A bird detection system to monitor the activity of birds in a geodesic dome using w5300 ethernet module and stm32F4 Discovery

Sunny_

Published January 29, 2026

Original author: Hendra KusumahOriginal source (new tab)

TinyML Based Bird watcher

Project description

1. What is this project? TinyML-based Bird Watcher is: An AI-powered bird monitoring system that uses TinyML to detect birds and WIZnet W5300 Ethernet to provide a real-time web dashboard. A camera with TinyML counts birds inside an aviary. Sensors can detect environmental and fire-risk conditions. An STM32F4 + W5300 combo serves this information over a local web server. 2. Why is it needed? (Problem) In a bird park / aviary: Staff need to know: How many birds are present now Where they tend to gather Whether their behavior looks abnormal Doing this manually: Is labor-intensive Cannot cover…

Keep reading with a free account

Guests can read 15 projects per visit. Log in or create a free account to read the full description, open the documents and join the comments.