The official location of the model files is this Hugging Face repo.
Developers
Renuka Sharma
Description
The wildobs_national model for Australian wildlife has been trained on the Wildlife Observatory of Australia’s tagged image repository.
Classes
Alectura lathami or Australian brushturkey
Antechinus agilis or Agile antechinus
Bos taurus or Cattle
Burhinus grallarius or Bush thick-knee
Canis familiaris or Dingo
Chalcophaps longirostris or Pacific emerald dove
Colluricincla harmonica or Grey shrikethrush
Corcorax melanorhamphos or White-winged chough
Dacelo novaeguineae or Laughing kookaburra
Dama dama or Fallow deer
Eopsaltria australis or Eastern yellow robin
Felis catus or Domestic cat
Geopelia humeralis or Bar-shouldered dove
Gymnorhina tibicen or Australian magpie
Homo sapiens or Human
Isoodon macrourus or Northern brown bandicoot
Lepus europaeus or European hare
Macropus giganteus or Eastern gray kangaroo
Menura novaehollandiae or Superb lyrebird
Mus musculus or House mouse
Oryctolagus cuniculus or European rabbit
Perameles nasuta or Long-nosed bandicoot
Pitta versicolor or Noisy pitta
Rattus or Unknown
Rattus fuscipes or Australian bush rat
Rattus rattus or Black rat
Strepera graculina or Pied currawong
Sus scrofa or Wild boar
Tachyglossus aculeatus or Australian echidna
Thylogale stigmatica or Red-legged pademelon
Trichosurus caninus or Short-eared possum
Trichosurus cunninghami or Mountain brushtail opossum
Trichosurus vulpecula or Common brushtail
Varanus varius or Lace monitor
Vombatus ursinus or Common wombat
Vulpes vulpes or Red fox
Wallabia bicolor or Swamp wallaby
Canis dingo or Dingo
Capra hircus or Domestic goat
Casuarius casuarius or Southern cassowary
Heteromyias cinereifrons or Grey-headed robin
Hypsiprymnodon moschatus or Musky rat kangaroo
Megapodius reinwardt or Orange-footed scrubfowl
Notamacropus rufogriseus or Red-necked wallaby
Orthonyx spaldingii or Northern chowchilla
Uromys caudimaculatus or Giant white-tailed rat
Please build a conda environment using the attached wildobs_national.yml file before running the evaluation script present in the Python notebook evaluate_National_hf.ipynb.
Please unzip the folder images.zip in your directory to be able to use the test files.
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