BirdNET Geomodel V3.0.2
Geographic species occurrence model from the
BirdNET project. Predicts which species are likely at a given location and time of year.
This repository hosts the
ONNX FP16 variant for use by
BirdNET-Go as an improved range filter for Google Perch v2 and BirdNET v3.0 classifiers.
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_V3.0.2_Global_12K_FP16.onnx | Geomodel ONNX FP16 | 7.1 MB |
birdnet-geomodel-v3.0-fp16.onnx | BirdNET Geomodel v3.0 ONNX FP16 (canonical filename) | 7.1 MB |
birdnet-geomodel-v3.0-fp32.onnx | BirdNET Geomodel v3.0 ONNX FP32, genuine full precision. Recommended: lower CPU RAM than FP16 and more accurate. | 14.7 MB |
BirdNET+_Geomodel_V3.0.2_Global_12K_Labels.txt | Species labels (12,012 entries) | 558 KB |
taxonomy.csv | Full taxonomy with 30 languages (13,360 entries) | 8.7 MB |
MODEL_LICENSE.txt | License terms | 1.5 KB |
SHA256SUMS | File integrity checksums | 388 B |
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).
Taxonomy CSV
35 columns: index, scientific name, common name (English), species code, class, and 30 language-specific common names (German, Spanish, Polish, French, Dutch, Russian, Japanese, Czech, Catalan, Portuguese, Norwegian, Bulgarian, Swedish, Danish, Turkish, Slovak, Serbian, Ukrainian, Chinese, Finnish, and regional variants of Spanish, Portuguese, Croatian, Lithuanian, Farsi, Welsh, Estonian).
Source
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.
Citation
If you use this model in publications or presentations, please cite:
