Outbush Dangerous Species Classifier
This is the compact field-tuned image classifier used by Outbush AI alongside OpenBMB MiniCPM-V for offline field triage.
It was trained from licensed iNaturalist observation photos plus Wikimedia Commons cloud imagery and exported as outbush_dangerous_species_classifier.json so the Hugging Face Space and Raspberry Pi can run it with Pillow only.
Repository: build-small-hackathon/outbush-dangerous-species-classifier
Training examples: 2193
Labels:
- yellow-bellied sea snake: 25 examples, risk=critical
- red-bellied black snake: 25 examples, risk=critical
- eastern brown snake: 25 examples, risk=critical
- western brown snake: 25 examples, risk=critical
- tiger snake: 25 examples, risk=critical
- coastal taipan: 25 examples, risk=critical
- inland taipan: 25 examples, risk=critical
- sydney funnel-web spider: 25 examples, risk=critical
- redback spider: 25 examples, risk=high
- blue-ringed octopus: 25 examples, risk=critical
- reef stonefish: 25 examples, risk=critical
- box jellyfish: 17 examples, risk=critical
- saltwater crocodile: 25 examples, risk=critical
- gympie stinging tree: 25 examples, risk=high
- mulga snake: 25 examples, risk=critical
- common death adder: 25 examples, risk=critical
- desert death adder: 21 examples, risk=critical
- northern death adder: 25 examples, risk=critical
- lowlands copperhead: 25 examples, risk=critical
- highlands copperhead: 25 examples, risk=critical
- small-eyed snake: 25 examples, risk=critical
- rough-scaled snake: 25 examples, risk=critical
- Stephen's banded snake: 25 examples, risk=critical
- dugite: 25 examples, risk=critical
- spotted black snake: 25 examples, risk=critical
- curl snake: 25 examples, risk=critical
- whip snake: 25 examples, risk=critical
- marsh snake: 25 examples, risk=critical
- golden-crowned snake: 25 examples, risk=critical
- carpet python: 25 examples, risk=critical
- black-headed python: 25 examples, risk=critical
- green tree snake: 25 examples, risk=critical
- olive python: 25 examples, risk=critical
- northern tree funnel-web spider: 22 examples, risk=high
- mouse spider: 25 examples, risk=high
- white-tailed spider: 25 examples, risk=high
- huntsman spider: 25 examples, risk=high
- wolf spider: 25 examples, risk=high
- trapdoor spider: 25 examples, risk=high
- garden orb-weaver: 25 examples, risk=high
- St Andrew's cross spider: 25 examples, risk=high
- bullrout: 25 examples, risk=critical
- Irukandji jellyfish: 25 examples, risk=critical
- bluebottle: 25 examples, risk=critical
- cone shell: 25 examples, risk=critical
- stingray: 25 examples, risk=critical
- long-spined sea urchin: 25 examples, risk=critical
- moray eel: 25 examples, risk=critical
- giant stinging tree: 25 examples, risk=normal
- stinging nettle: 25 examples, risk=normal
- lawyer vine: 25 examples, risk=normal
- spinifex: 25 examples, risk=normal
- speargrass: 25 examples, risk=normal
- lantana: 25 examples, risk=normal
- oleander: 25 examples, risk=normal
- castor oil plant: 25 examples, risk=normal
- fireweed: 25 examples, risk=normal
- foxglove: 25 examples, risk=normal
- bracken fern: 25 examples, risk=normal
- black bean tree: 25 examples, risk=normal
- mangrove: 25 examples, risk=normal
- pigface: 25 examples, risk=normal
- banksia: 25 examples, risk=normal
- wattle: 25 examples, risk=normal
- eucalypt: 25 examples, risk=normal
- grass tree: 25 examples, risk=normal
- bunya pine: 25 examples, risk=normal
- witchetty grub: 25 examples, risk=high
- quandong: 25 examples, risk=high
- finger lime: 25 examples, risk=high
- lemon myrtle: 25 examples, risk=high
- warrigal greens: 25 examples, risk=high
- bunya nut: 25 examples, risk=high
- macadamia: 25 examples, risk=high
- native raspberry: 25 examples, risk=high
- bush tomato: 25 examples, risk=high
- Kakadu plum: 25 examples, risk=high
- death cap mushroom: 25 examples, risk=critical
- yellow-staining mushroom: 25 examples, risk=critical
- ghost fungus: 25 examples, risk=critical
- fly agaric: 25 examples, risk=critical
- green-spored parasol: 25 examples, risk=critical
- earthball fungus: 25 examples, risk=critical
- coral fungus: 25 examples, risk=critical
- puffball fungus: 25 examples, risk=critical
- saffron milk cap: 25 examples, risk=critical
- slippery jack mushroom: 25 examples, risk=critical
- cumulonimbus cloud: 18 examples, risk=high
- cumulus congestus cloud: 2 examples, risk=high
- anvil cloud: 7 examples, risk=high
- shelf cloud: 1 examples, risk=high
- mammatus cloud: 1 examples, risk=high
- wall cloud: 2 examples, risk=high
- nimbostratus cloud: 2 examples, risk=high
Limits:
- This is not species certification.
- Use predictions as candidate hints only.
- Do not touch, handle, or eat wild animals, plants, marine creatures, or fungi based on model output.
- For bites, stings, poisoning, collapse, breathing trouble, or severe symptoms, use emergency guidance.
Failures recorded during collection: 367
