BirdNet – The Easiest Way to Identify Birds by Sound

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  • BirdNET

    Soundscape analysis with BirdNET.

  • The original version [1] is Theano based, but the newest one is TF-Lite based [2], probably for supporting mobile.

    Unfortunately they don't publish the code of TF version and only a TF-Lite model is available. Probably that doesn't matter for the exports though since the paper and original version are both there.

    More interesting thing is that they've been making the dataset available [3] for $20 (even before BirdNet). This can be great source for training your own bird-net like.

    - [1] https://github.com/kahst/BirdNET

    - [2] https://github.com/kahst/BirdNET-Lite

    - [3] https://www.macaulaylibrary.org/product/the-cornell-guide-to...

  • inaturalist

    The Rails app behind iNaturalist.org

  • Any comparison of PlantNet to iNaturalist[0] (regarding quality of the product / size of the community)? I use iNat frequently for identifying native plants and animals around the yard and it's been extremely helpful and active (I typically get at least one verification on each item I post, often times two or three).

    [0] https://www.inaturalist.org/

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • BirdNET-Lite

    TFLite version of BirdNET. Bird sound recognition for more than 6,000 species worldwide.

  • The original version [1] is Theano based, but the newest one is TF-Lite based [2], probably for supporting mobile.

    Unfortunately they don't publish the code of TF version and only a TF-Lite model is available. Probably that doesn't matter for the exports though since the paper and original version are both there.

    More interesting thing is that they've been making the dataset available [3] for $20 (even before BirdNet). This can be great source for training your own bird-net like.

    - [1] https://github.com/kahst/BirdNET

    - [2] https://github.com/kahst/BirdNET-Lite

    - [3] https://www.macaulaylibrary.org/product/the-cornell-guide-to...

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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