bearid-models
August 4, 2021 ยท View on GitHub
Pre-trained networks and models for bearid (make sure to use matching releases).
| Model | Application | Description |
|---|---|---|
| bearembed_network.dat | bearembed | Embedding network for BF and BC bears |
| bearface_network.dat | bearface | Face detector and shape predictor for brown bears |
| bearsvm_bc.dat | bearsvm | SVM classifier for BC bears |
| bearsvm_bc_ids.dat | bearsvm | ID mapping for BC bears |
| bearsvm_network.dat | bearsvm | SVM classifier for BF and BC bears |
| bearsvm_network_ids.dat | bearsvm | ID mapping for BF and BC bears |
| embed_andeanbear.dat | bearembed | Embedding network for Andean bear dataset |
| face_allbears.dat | bearface | Face detector and shape predictor for all bear species |
| svm_andeanbear.dat | bearsvm | SVM classifier for Andean bear dataset |
| svm_andeanbear_ids.dat | bearsvm | ID mapping for Andean bear dataset |
Data Sources
Brooks Falls, Katmai National Park, Alaska, USA
- Anna-Marie_AZ on Flickr (as of 2017.08)
- Carla Farris on Flickr
- Ike Fitz on Flickr
- Katmai National Park (sent on hard disk via mail 2017)
- Images from their bear monitoring program
- Ranger David's personal photos
- Ranger Anela's personal photos
- Larinor (provided via direct transfer 2017.05)
- littleostow (provided via email 2017)
- Ranger Jeanne on Flickr (as of 2017.08)
Glendale Cove, Knights Inlet, British Columbia, Canada
- Brown Bear Research Network (sent on flash drive via mail 2017.08)