Skip to main content

Welcome!

Welcome to the Perch Analyzer documentation.

Overview

Perch Analyzer is a tool for analyzing bird sounds using machine learning. We use agile learning1 to build a high quality bird vocalization classifier, mixing CLI and visual components to aid in this process.

This diagram shows the agile modeling workflow.

Installation

To get started with Perch Analyzer, install it using uv. We highly recommend uv due to its speed and correctness guarantees.

TODO: once we get this finished!

Footnotes

  1. https://arxiv.org/abs/2505.03071