| # 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: |
| ``` |
| @misc{birdnet-geomodel, |
| title={Spatiotemporal species occurrence prediction for post-filtering BirdNET acoustic detections}, |
| author={Kahl, Stefan and Mauermann, Max and Lasseck, Mario and Wood, Connor and Klinck, Holger}, |
| year={2026}, |
| url={https://github.com/birdnet-team/geomodel} |
| } |
| ```` |
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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 |
| - **Species**: 12,012 across 5 animal classes |
| - Birds: 11,157 |
| - Mammals: 1,087 |
| - Insects: 566 |
| - Amphibians: 540 |
| - Reptiles: 11 |
| - **Input**: `[latitude, longitude, week]` as float32 (shape `[1, 3]`) |
| - Latitude: [-90, 90] |
| - Longitude: [-180, 180] |
| - Week: BirdNET 48-week year (1-48, 4 weeks per month) |
| - **Output**: 12,012 float32 species occurrence scores |
| - **Format**: ONNX, FP16 precision |
| - **Size**: 7.1 MB |
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| ## Files |
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| | File | Description | Size | |
| |------|-------------|------| |
| | `birdnet-geomodel-v3.0-fp16.onnx` | BirdNET Geomodel v3.0 ONNX FP16 | 7.1 MB | |
| | `birdnet-geomodel-v3.0-fp32.onnx` | BirdNET Geomodel v3.0 ONNX FP32 | 14.7 MB | |
| | `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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| ``` |
| 1032549 Petaurista albiventer White-bellied Giant Flying Squirrel |
| zothaw Buteo albonotatus Zone-tailed Hawk |
| ``` |
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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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