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Stefan Kahl & Josef Haupt - AI-powered bioacoustic monitoring with BirdNET [PyData Prague]
AI-powered bioacoustic monitoring with BirdNET, a custom architecture for detecting and identifying bird species even in noisy environments, with a dedicated app for citizen science and integration with satellite data for ecosystem health tracking.
- BirdNet uses AI-powered bioacoustic monitoring to detect and identify bird species.
- The tool uses a custom architecture and is capable of detecting bird species even in noisy environments.
- BirdNet has a dedicated app for citizen science projects, allowing users to record and upload audio files for analysis.
- The data collected is used to track the presence and distribution of bird species, and to monitor their population sizes.
- The BirdNet app also allows users to record and analyze their own audio files, providing a DIY version of the tool.
- The tool has been used in a variety of settings, including national parks, forests, and backyards.
- BirdNet is also integrated with other devices and technologies, such as satellite data, to provide a more comprehensive view of ecosystem health.
- The tool has been used to detect and identify a wide range of bird species, including those that are rare or endangered.
- BirdNet has also been used to monitor the impact of environmental changes on bird populations.
- The tool is capable of detecting the presence of a bird species even if it is not vocalizing, by analyzing the silence between calls.
- BirdNet uses a combination of audio and image data to identify bird species, and is capable of detecting species even if they are not vocalizing.
- The tool is also capable of detecting the presence of other animals, such as mammals and insects.
- BirdNet is being used in a variety of countries, including Germany, India, Australia, and Brazil.
- The tool is also being used in a variety of settings, including national parks, forests, and backyards.
- BirdNet has been used to monitor the impact of human activities on bird populations.
- The tool has also been used to monitor the effectiveness of conservation efforts.
- BirdNet is open-source, and is available for free to users.
- The tool is also being used in a variety of other projects, including monitoring for invasive species.
- BirdNet has been used to monitor the health of ecosystems, and to identify potential conservation areas.
- The tool is also being used to monitor the impact of climate change on bird populations.
- BirdNet is being used in a variety of countries, including Germany, India, Australia, and Brazil.
- The tool has been used to monitor the health of ecosystems, and to identify potential conservation areas.
- BirdNet uses a combination of audio, image, and metadata to identify bird species.
- The tool is also capable of detecting the presence of other animals, such as mammals and insects.
- BirdNet has been used to monitor the impact of human activities on bird populations.
- The tool has also been used to monitor the effectiveness of conservation efforts.
- BirdNet is open-source, and is available for free to users.