MegaDetector
Image detection
Camera trap animal/person/vehicle detection
Package or Library
MegaDetector is an object detector for camera-trap images that finds animals/people/vehicles and is commonly used to filter blank images.
| Model metadata | Value |
|---|---|
| Tool Type | Package or Library |
| Broad Task | Image detection |
| Specific Task | Camera trap animal/person/vehicle detection |
| Model type | Object detection (camera traps) |
| Description | MegaDetector is an object detector for camera-trap images that finds animals/people/vehicles and is commonly used to filter blank images. |
| Task Specific | Yes (blank filtering + detection) |
| Ecology Specific | Yes |
| Language(s) | Python |
| Last Edited Time | 12/5/25 |
| Related Publication(s) | |
| Dependencies | pytorch, torchvision, opencv-python, numpy |
| Tool URL (Github etc.) | https://github.com/agentmorris/MegaDetector |
| Last Update (time ago) | Last updated within 6 months |
| License | MIT |
| Contact Name | |
| Contact Email | |
| Contact Responsiveness | |
| HuggingFace URL | |
| Reproducibility Method |