File size: 2,360 Bytes
ba3d69e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 | # BirdNET Geomodel V3.0.2
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.
This Model was created by the BirdNET team and is maintained at https://github.com/birdnet-team/geomodel
It is provided under an MIT license.
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}
}
````
This repository hosts the **ONNX FP32** variant
Details/readme copied largely from https://huggingface.co/tphakala/BirdNET-Geomodel/
## Model Details
- **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
## Files
| 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)
### Labels format
Tab-separated: `species_code`, `scientific_name`, `common_name`
```
1032549 Petaurista albiventer White-bellied Giant Flying Squirrel
zothaw Buteo albonotatus Zone-tailed Hawk
```
Line number corresponds to model output index (line 1 = index 0).
## Source
Original model from [birdnet-team/geomodel v3.0.2](https://github.com/birdnet-team/geomodel/releases/tag/v3.0.2).
## License
Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0).
See `MODEL_LICENSE.txt` for full terms including prohibited uses (poaching, military applications).
Attribution: Powered by [BirdNET](https://birdnet.cornell.edu/).
## Citation
If you use this model in publications or presentations, please cite:
> Powered by BirdNET (https://birdnet.cornell.edu/)
|