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# BirdNET Geomodel V3.0.2
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Geographic species occurrence model from the [BirdNET](https://birdnet.cornell.edu/) project. Predicts which species are likely at a given location and time of year.
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This Model was created by the BirdNET team and is maintained at https://github.com/birdnet-team/geomodel
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It is provided under an MIT license.
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Suggested citation:
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```
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@misc{birdnet-geomodel,
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title={Spatiotemporal species occurrence prediction for post-filtering BirdNET acoustic detections},
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author={Kahl, Stefan and Mauermann, Max and Lasseck, Mario and Wood, Connor and Klinck, Holger},
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year={2026},
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url={https://github.com/birdnet-team/geomodel}
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}
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````
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This repository hosts the **ONNX FP32** variant
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Details/readme copied largely from https://huggingface.co/tphakala/BirdNET-Geomodel/
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## Model Details
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- **Version**: V3.0.2
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- **Species**: 12,012 across 5 animal classes
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- Birds: 11,157
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- Mammals: 1,087
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- Insects: 566
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- Amphibians: 540
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- Reptiles: 11
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- **Input**: `[latitude, longitude, week]` as float32 (shape `[1, 3]`)
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- Latitude: [-90, 90]
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- Longitude: [-180, 180]
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- Week: BirdNET 48-week year (1-48, 4 weeks per month)
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- **Output**: 12,012 float32 species occurrence scores
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- **Format**: ONNX, FP16 precision
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- **Size**: 7.1 MB
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## Files
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| File | Description | Size |
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|------|-------------|------|
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| `birdnet-geomodel-v3.0-fp16.onnx` | BirdNET Geomodel v3.0 ONNX FP16 | 7.1 MB |
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| `birdnet-geomodel-v3.0-fp32.onnx` | BirdNET Geomodel v3.0 ONNX FP32 | 14.7 MB |
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| `BirdNET+_Geomodel_V3.0.2_Global_12K_Labels.txt` | Species labels (12,012 entries)
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### Labels format
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Tab-separated: `species_code`, `scientific_name`, `common_name`
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```
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1032549 Petaurista albiventer White-bellied Giant Flying Squirrel
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zothaw Buteo albonotatus Zone-tailed Hawk
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```
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Line number corresponds to model output index (line 1 = index 0).
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## Source
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Original model from [birdnet-team/geomodel v3.0.2](https://github.com/birdnet-team/geomodel/releases/tag/v3.0.2).
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## License
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Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0).
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See `MODEL_LICENSE.txt` for full terms including prohibited uses (poaching, military applications).
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Attribution: Powered by [BirdNET](https://birdnet.cornell.edu/).
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## Citation
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If you use this model in publications or presentations, please cite:
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> Powered by BirdNET (https://birdnet.cornell.edu/)
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