Detecting birds with a Raspberry Pi

In this project I will buid a pipeline to detect the birds that visit the feeder on my balcony. This repository contains the code I wrote. The project consists of different steps:

1. Detect motion and take a picture with the Raspberry Pi. The code for this step is made by Claude Pageau and can be found here
2. Deploy a CNN model to filter out pictures of birds.
3. Save the pictures to a database.
4. Analyze and plot data

The project, for now, is concluded. In the meantime I will update code to make it more pretty, efficient or make it more OOP for example. For results, read this article.