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May 24, 2022 · BirdNET-Pi is a real-time acoustic bird classification system designed for Raspberry Pi. It uses a USB sound card to pick up bird sounds, and classifies them locally using a pre-trained machine learning model. But the best bit is how the audio and visual data is shared around the world. Product video by Core Electronics.
- What You'll Need
- Step 1: Install The Software
- Step 2: Access The Web Interface
- Step 3: Test Your Mic
- Step 4: Bird Detecting
- Step 5: Add Images
- Step 6: Upload Data to Birdweather
- A Raspberry Pi Project For The Birds
For your bird detection station, you'll need the following items: 1. Raspberry Pi 4, 3B+, or Zero 2 W 2. microSD card (16GB or greater recommended) 3. Microphone (with USB connector or via a USB sound card) While it is possible to use an ultra-low-cost mini USB mic dongle, the sound quality won't be great, so it's advisable to use a better mic. For...
To run BirdNET-Pi, you will need the 64-bit Lite version of Raspberry Pi OS. In Raspberry Pi Imager, you can find Raspberry Pi OS Lite (64-bit) after clicking Choose OS and Raspberry Pi OS (Other). In addition, you’ll want to use Imager's advanced settings to enable SSH and configure the Wi-Fi connection. For more details, check out our guide on ho...
When the Raspberry Pi has rebooted, it will automatically run a web server that you can access from any other device on your wireless network. Just point a browser to http:// followed by the Raspberry Pi's hostname (or IP address); e.g. http://birdnetpi.local. You will then see the BirdNET-Pi web interface. For more ideas on how to use your Raspber...
Plug your microphone into Raspberry Pi, via a USB sound card adapter if needed. To check it's working, click on Live Audio at the top right of the web interface; you'll need to log in with the default username birdnetand no password to access it. With the volume turned up, you should be able to hear the sound from your mic. If not, check your mic c...
With a working mic located outside (ours is just hanging out of a window), BirdNET-Pi should soon start detecting birds from their sounds recorded via the mic. New detections will appear on the Overviewscreen of the web interface. You'll also see a chart at the top for the top ten species detected for that day. Each bird detection includes a specto...
To automatically add images to your bird detections, you need to link up to Flickr. In the BirdNET-Pi web interface, go to Tools > Settings and click on the link there to obtain a Flickr API key. Back in Settings, paste it into the relevant field and click Update Settings.
BirdWeather is a citizen science project that collates bird detections from around the world and shows them on a map. You can link your BirdNET-Pi detecting station up to it. On the BirdNET-Pi Settingsscreen, click on the link to obtain a BirdWeather ID; this will generate an email to send to the administrator. Once you receive your ID, paste it in...
You now have a working listening station that can detect bird species from their calls. Using the web interface, or BirdWeather if linked up, you can browse all your detection data and get a good idea about which bird species are living in your locale. It really does give you a fascinating insight into the natural world. By setting up a mobile hots...
- Phil King
- Senior Author
Dec 28, 2022 · BirdNET-Pi logo. This year, I learned about a project called BirdNET-Pi which, when installed, turns your Raspberry Pi into a 24/7 monitoring station. This station records audio constantly and uses BirdNET’s AI model to identify the birds it hears. I also built a digital counter to track the birds that visit my backyard.
Feb 15, 2023 · A fully fletched Bird Call AI System that runs completely on a Raspberry Pi Single Board computer. All thanks to the BirdNET-Pi Project. This system can run 24/7 non-stop. It records, tracks, and displays each recognised bird call. You can also access the data and the audio live stream through any locally connected computer/device.
Nov 10, 2022 · The latest Raspberry Pi Imager makes installing and configuring the OS easier than ever. Download the imager, select "Raspberry Pi OS (other)" and "Raspberry Pi OS (64-bit)". Then go to "Advanced Options" and set the following items: Pick a hostname. If you're in the spirit, pick something bird-related (mine is called "aviary")
What BirdNET-Pi Does. 24/7 recording and automatic identification of bird songs, chirps, and peeps using BirdNET machine learning. Automatic extraction and cataloguing of bird clips from full-length recordings. Tools to visualize your recorded bird data and analyze trends. Live audio stream and spectrogram.
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Jun 23, 2023 · BirdNET-Pi is optimized for the Raspberry Pi and can run on the Raspberry Pi 4B, Raspberry Pi 400, Raspberry Pi 3B, and even the Raspberry Pi Zero 2 W. The system works by listening to bird calls ...
