Patrick McGuire
137 lines
7.3 KiB
Markdown
137 lines
7.3 KiB
Markdown
<h1 align="center">
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BirdNET-Pi <img src="https://img.shields.io/badge/version-0.10-blue" />
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</h1>
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<p align="center">
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A realtime acoustic bird classification system for the Raspberry Pi 4B
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</p>
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<p align="center">
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<img src="https://user-images.githubusercontent.com/60325264/140656397-bf76bad4-f110-467c-897d-992ff0f96476.png" />
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</p>
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<p align="center">
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Icon made by <a href="https://www.freepik.com" title="Freepik">Freepik</a> from <a href="https://www.flaticon.com/" title="Flaticon">www.flaticon.com</a>
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</p>
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## Introduction
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BirdNET-Pi is built on the [TFLite version of BirdNET](https://github.com/kahst/BirdNET-Lite) by [**@kahst**](https://github.com/kahst) <a href="https://creativecommons.org/licenses/by-nc-sa/4.0/"><img src="https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg"></a> using [pre-built TFLite binaries](https://github.com/PINTO0309/TensorflowLite-bin) by [**@PINTO0309**](https://github.com/PINTO0309) . It is able to recognize bird sounds from a USB sound card in realtime and share its data with the rest of the world.
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Check out birds from around the world
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- [BirdWeather](https://app.birdweather.com)<br>
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- [My system in North Carolina, United States](https://birdnetpi.pmcgui.xyz)<br>
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- [NatureStation.net in Johannesburg, South Africa](https://birds.naturestation.net)<br>
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- [BirdNET-Pi in Öringe, Tyresö, Sweden](https://birdnet.svardsten.se)<br>
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- [Private Nature Garden, Grevenbroich, Germany](http://birdnetgv.ddnss.de)<br>
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Currently listening in these countries . . . that I know of . . .
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- The United States
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- Germany
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- South Africa
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- France
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- Austria
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- Sweden
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- Scotland
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- Norway
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If your installation isn't in one of the countries listed above, please let me know so that I can add your country to the list! Let me know either in a GitHub issue, or [email me](mailto:mcguirepr89@gmail.com) and let me know where your BirdNET-Pi is listening.
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## Features
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* 24/7 recording and BirdNET-Lite analysis
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* [BirdWeather](https://app.birdweather.com) integration (you will need to be issued a BirdWeather ID -- for now, request that from [@timsterc here](https://github.com/mcguirepr89/BirdNET-Pi/discussions/82))
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* Web interface access to all data and logs
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* Automatic extraction of detected data (creating audio clips of detected bird sounds)
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* Spectrograms available for all extractions
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* MariaDB integration
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* NoMachine remote desktop (for personal use only)
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* Live audio stream
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* Integrated phpSysInfo
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* New species mobile notifications from Pushed.co (for iOS users only)
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* Localization supported
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## Requirements
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* A Raspberry Pi 4B
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* An SD Card with the 64-bit version of RaspiOS installed (please use Bullseye) [(download the latest here)](https://downloads.raspberrypi.org/raspios_arm64/images/)
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* A USB Microphone or Sound Card
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## Installation
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Headless installation guide available [HERE](https://github.com/mcguirepr89/BirdNET-Pi/wiki/%22Headless%22-installation-using-VNC)<br>
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Pre-installeld beta image available for testing [HERE](https://github.com/mcguirepr89/BirdNET-Pi/discussions/11#discussioncomment-1751201)
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The system can be installed with:
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```
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curl -s https://raw.githubusercontent.com/mcguirepr89/BirdNET-Pi/main/newinstaller.sh | bash
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```
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## Access
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The BirdNET-Pi system can be accessed from any web browser on the same network:
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- http://birdnetpi.local
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#### Access Credentials:
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- Username:`birdnet`
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- Password: The "CADDY_PWD" password set during installation
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## Uninstallation
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```
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/usr/local/bin/uninstall.sh && cd ~ && rm -drf BirdNET-Pi
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```
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## Troubleshooting and Ideas
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I want this to work for you! If you have any trouble, or if my documentation is wrong, I'd like to get things right.
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If you encounter any issues at any point, or have questions, comments, concerns, ideas, or want to share something, please take a look through the [open and closed issues](https://github.com/mcguirepr89/BirdNET-Pi/issues?q=is%3A+issue) and [the community discussions](https://github.com/mcguirepr89/BirdNET-Pi/discussions). PLEASE feel invited to [open a new issue](https://github.com/mcguirepr89/BirdNET-Pi/issues/new/choose) if you don't find the help you need. Likewise, please accept my invitation to [start a new discussion](https://github.com/mcguirepr89/BirdNET-Pi/discussions/new) to get a conversation started around your topic.
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If you are not a GitHub user and need help, you can [email me](mailto:mcguirepr89@gmail.com), but I hope you will consider making a GitHub account so that your questions can be answered here for others as well. I expect this project will attract more bird-enthusiasts than Linux-enthusiasts, so please don't feel like any question is too _novice_ or, pardon the phrase, _stupid_ to ask. I want to help!
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## Sharing
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Please join a Discussion!! and please join [BirdWeather!!](https://app.birdweather.com)
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I hope that if you find BirdNET-Pi has been worth your time, you will share your setup, results, customizations, etc. [HERE](https://github.com/mcguirepr89/BirdNET-Pi/discussions/69) and will consider [making your installation public](https://github.com/mcguirepr89/BirdNET-Pi/wiki/Sharing-Your-BirdNET-Pi).
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## ToDo, Notes, and Coming Soon
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### Internationalization:
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The bird names are in English by default, but other localized versions are available thanks to the wonderful efforts of [@patlevin](https://github.com/patlevin). Please unzip `model/labels_l18n.zip` and replace `model/labels.txt` with your corresponding language. For instance, if you want the Swedish labels, rename the current `labels.txt` to `labels_en.txt` and then rename `labels_sv.txt` to `labels.txt`. (I will make this more straightforward in the future.)
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### Realtime Analysis Predictions View
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The pre-built TFLite binaries for this project also support [the BirdNET-Demo](https://github.com/kahst/BirdNET-Demo), which I am currently testing for integration into the BirdNET-Pi. If you know anything about JavaScript and are willing to help, please let me know in the [Live Analysis discussion](https://github.com/mcguirepr89/BirdNET-Pi/discussions/24).
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### Tips and Coming Soon:
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For some reason, the system seems to run more efficiently and the birds sound better when you [](https://github.com/mcguirepr89/BirdNET-Pi/stargazers) the project :)
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Expect FULL internationalization options during installation (and available post-installation) for the following languages:
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- German
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- Swedish
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- French
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- Spanish
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and detection/database localization for the following languages:
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| Language | Missing Species out of 6,362 | Missing labels (%) |
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| -------- | ------- | ------ |
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| Afrikaans | 5774 | 90.76% |
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| Catalan | 544 | 8.55% |
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| Chinese | 264 | 4.15% |
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| Chinese (Traditional) | 295 | 4.64% |
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| Croatian | 370 | 5.82% |
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| Czech | 683 | 10.74% |
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| Danish | 460 | 7.23% |
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| Dutch | 264 | 4.15% |
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| Estonian | 3171 | 49.84% |
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| Finnish | 518 | 8.14% |
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| French | 264 | 4.15% |
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| German | 264 | 4.15% |
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| Hungarian | 2688 | 42.25% |
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| Icelandic | 5588 | 87.83% |
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| Indonesian | 5550 | 87.24% |
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| Italian | 524 | 8.24% |
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| Japanese | 640 | 10.06% |
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| Latvian | 4821 | 75.78% |
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| Lithuanian | 597 | 9.38% |
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| Northern Sami | 5605 | 88.10% |
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| Norwegian | 325 | 5.11% |
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| Polish | 265 | 4.17% |
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| Portuguese | 2742 | 43.10% |
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| Russian | 808 | 12.70% |
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| Slovak | 264 | 4.15% |
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| Slovenian | 5532 | 86.95% |
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| Spanish | 348 | 5.47% |
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| Swedish | 264 | 4.15% |
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| Thai | 5580 | 87.71% |
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| Ukrainian | 646 | 10.15% |
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