SpeciesNet
Image classification
Camera trap species classification
Package or Library
SpeciesNet is a camera-trap species classifier used with MegaDetector in an ensemble pipeline to assign species/taxa labels (2,000+ labels).
| Model metadata | Value |
|---|---|
| Tool Type | Package or Library |
| Broad Task | Image classification |
| Specific Task | Camera trap species classification |
| Model type | Ensemble: EfficientNetV2 classifier + MegaDetector |
| Description | SpeciesNet is a camera-trap species classifier used with MegaDetector in an ensemble pipeline to assign species/taxa labels (2,000+ labels). |
| Task Specific | Yes |
| Ecology Specific | Yes |
| Language(s) | Python |
| Last Edited Time | 3/3/25 |
| Related Publication(s) | https://doi.org/10.1049/cvi2.12318 |
| Dependencies | torch, torchvision, pillow, opencv-python, numpy |
| Tool URL (Github etc.) | https://github.com/google/cameratrapai |
| Last Update (time ago) | Last updated within a year |
| License | Apache-2.0 |
| Contact Name | |
| Contact Email | |
| Contact Responsiveness | |
| HuggingFace URL | |
| Reproducibility Method | Model cards + pip install + reproducible scripts |