metadata
tags:
- image-classification
- pytorch
- huggingpics
metrics:
- accuracy
model-index:
- name: bug_classifier
results:
- task:
name: Image Classification
type: image-classification
metrics:
- name: Accuracy
type: accuracy
value: 0.7339722514152527
bug_classifier
Classifier trained on images of North American insects (adult form) and spiders (from creative commons). Labels are genera names.
Example Images
Acrolophus
Acroneuria
Agelenopsis
Agonum
Allograpta
Amaurobius
Ammopelmatus
Anabrus
Anasaitis
Andrena
Anthidiellum
Anthidium
Anthomyia
Antrodiaetus
Aphaenogaster
Aphonopelma
Aptostichus
Araneus
Archilestes
Argia
Argiope
Ashmeadiella
Attinella
Bassaniana
Berosus
Blera
Bombus
Bombylius
Calopteryx
Camponotus
Cerotoma
Chalcosyrphus
Chariessa
Cheilosia
Chelostoma
Chironomus
Chrysotoxum
Cicindela
Clubiona
Cochliomyia
Coelioxys
Colletes
Colonus
Copestylum
Cordulegaster
Crematogaster
Criorhina
Dasymutilla
Dasysyrphus
Delphinia
Dianthidium
Dictyna
Didea
Dioprosopa
Dolichovespula
Dorymyrmex
Drosophila
Dysdercus
Enallagma
Epilachna
Epistrophe
Epitheca
Eristalinus
Eristalis
Erythemis
Eumerus
Eupeodes
Euryopis
Euxesta
Ferdinandea
Formica
Geolycosa
Gomphurus
Gonatista
Gryllotalpa
Gryllus
Habronattus
Habropoda
Halictus
Helophilus
Hemipepsis
Heriades
Hexagenia
Hogna
Hoplitis
Hylogomphus
Kukulcania
Ladona
Lasioglossum
Lasius
Latrodectus
Leptinotarsa
Lethocerus
Leucozona
Libellula
Limonia
Litaneutria
Lithurgus
Loxosceles
Lytta
Macromia
Macropis
Magicicada
Mallota
Mantis
Marpissa
Megachile
Megacyllene
Melangyna
Melanoplus
Melanostoma
Meliscaeva
Merodon
Meromacrus
Metacyrba
Miagrammopes
Milesia
Mischocyttarus
Monomorium
Myrmecocystus
Myrmica
Nehalennia
Neivamyrmex
Neoascia
Neoscona
Neotibicen
Nomia
Novomessor
Ocyptamus
Omorgus
Ophiogomphus
Ornidia
Orthonevra
Osmia
Ozyptila
Palpada
Paragus
Parasyrphus
Parcoblatta
Pardosa
Parhelophilus
Passalus
Pellenes
Perithemis
Phanogomphus
Pheidole
Phidippus
Photuris
Plathemis
Platycheirus
Pogonomyrmex
Progomphus
Pseudomyrmex
Pseudovates
Rabidosa
Rhagoletis
Rhingia
Rhionaeschna
Rhodanthidium
Salticus
Sassacus
Scaeva
Schizocosa
Sericomyia
Somatochlora
Sosippus
Sphaerophoria
Sphegina
Sphodros
Spilomyia
Stagmomantis
Stylurus
Sympetrum
Syritta
Syrphus
Tachysphex
Tapinoma
Temnostoma
Temnothorax
Theridion
Thesprotia
Tigrosa
Titiotus
Toxomerus
Trachymyrmex
Trimerotropis
Tropidia
Tutelina
Ummidia
Volucella
Xenox
Xylocopa
Xylota
Xysticus
Zootermopsis
Zoropsis
Zygoballus
