---
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

![Acrolophus](images/Acrolophus.jpg)

#### Acroneuria

![Acroneuria](images/Acroneuria.jpg)

#### Agelenopsis

![Agelenopsis](images/Agelenopsis.jpg)

#### Agonum

![Agonum](images/Agonum.jpg)

#### Allograpta

![Allograpta](images/Allograpta.jpg)

#### Amaurobius

![Amaurobius](images/Amaurobius.jpg)

#### Ammopelmatus

![Ammopelmatus](images/Ammopelmatus.jpg)

#### Anabrus

![Anabrus](images/Anabrus.jpg)

#### Anasaitis

![Anasaitis](images/Anasaitis.jpg)

#### Andrena

![Andrena](images/Andrena.jpg)

#### Anthidiellum

![Anthidiellum](images/Anthidiellum.jpg)

#### Anthidium

![Anthidium](images/Anthidium.jpg)

#### Anthomyia

![Anthomyia](images/Anthomyia.jpg)

#### Antrodiaetus

![Antrodiaetus](images/Antrodiaetus.jpg)

#### Aphaenogaster

![Aphaenogaster](images/Aphaenogaster.jpg)

#### Aphonopelma

![Aphonopelma](images/Aphonopelma.jpg)

#### Aptostichus

![Aptostichus](images/Aptostichus.jpg)

#### Araneus

![Araneus](images/Araneus.jpg)

#### Archilestes

![Archilestes](images/Archilestes.jpg)

#### Argia

![Argia](images/Argia.jpg)

#### Argiope

![Argiope](images/Argiope.jpg)

#### Ashmeadiella

![Ashmeadiella](images/Ashmeadiella.jpg)

#### Attinella

![Attinella](images/Attinella.jpg)

#### Bassaniana

![Bassaniana](images/Bassaniana.jpg)

#### Berosus

![Berosus](images/Berosus.jpg)

#### Blera

![Blera](images/Blera.jpg)

#### Bombus

![Bombus](images/Bombus.jpg)

#### Bombylius

![Bombylius](images/Bombylius.jpg)

#### Calopteryx

![Calopteryx](images/Calopteryx.jpg)

#### Camponotus

![Camponotus](images/Camponotus.jpg)

#### Cerotoma

![Cerotoma](images/Cerotoma.jpg)

#### Chalcosyrphus

![Chalcosyrphus](images/Chalcosyrphus.jpg)

#### Chariessa

![Chariessa](images/Chariessa.jpg)

#### Cheilosia

![Cheilosia](images/Cheilosia.jpg)

#### Chelostoma

![Chelostoma](images/Chelostoma.jpg)

#### Chironomus

![Chironomus](images/Chironomus.jpg)

#### Chrysotoxum

![Chrysotoxum](images/Chrysotoxum.jpg)

#### Cicindela

![Cicindela](images/Cicindela.jpg)

#### Clubiona

![Clubiona](images/Clubiona.jpg)

#### Cochliomyia

![Cochliomyia](images/Cochliomyia.jpg)

#### Coelioxys

![Coelioxys](images/Coelioxys.jpg)

#### Colletes

![Colletes](images/Colletes.jpg)

#### Colonus

![Colonus](images/Colonus.jpg)

#### Copestylum

![Copestylum](images/Copestylum.jpg)

#### Cordulegaster

![Cordulegaster](images/Cordulegaster.jpg)

#### Crematogaster

![Crematogaster](images/Crematogaster.jpg)

#### Criorhina

![Criorhina](images/Criorhina.jpg)

#### Dasymutilla

![Dasymutilla](images/Dasymutilla.jpg)

#### Dasysyrphus

![Dasysyrphus](images/Dasysyrphus.jpg)

#### Delphinia

![Delphinia](images/Delphinia.jpg)

#### Dianthidium

![Dianthidium](images/Dianthidium.jpg)

#### Dictyna

![Dictyna](images/Dictyna.jpg)

#### Didea

![Didea](images/Didea.jpg)

#### Dioprosopa

![Dioprosopa](images/Dioprosopa.jpg)

#### Dolichovespula

![Dolichovespula](images/Dolichovespula.jpg)

#### Dorymyrmex

![Dorymyrmex](images/Dorymyrmex.jpg)

#### Drosophila

![Drosophila](images/Drosophila.jpg)

#### Dysdercus

![Dysdercus](images/Dysdercus.jpg)

#### Enallagma

![Enallagma](images/Enallagma.jpg)

#### Epilachna

![Epilachna](images/Epilachna.jpg)

#### Epistrophe

![Epistrophe](images/Epistrophe.jpg)

#### Epitheca

![Epitheca](images/Epitheca.jpg)

#### Eristalinus

![Eristalinus](images/Eristalinus.jpg)

#### Eristalis

![Eristalis](images/Eristalis.jpg)

#### Erythemis

![Erythemis](images/Erythemis.jpg)

#### Eumerus

![Eumerus](images/Eumerus.jpg)

#### Eupeodes

![Eupeodes](images/Eupeodes.jpg)

#### Euryopis

![Euryopis](images/Euryopis.jpg)

#### Euxesta

![Euxesta](images/Euxesta.jpg)

#### Ferdinandea

![Ferdinandea](images/Ferdinandea.jpg)

#### Formica

![Formica](images/Formica.jpg)

#### Geolycosa

![Geolycosa](images/Geolycosa.jpg)

#### Gomphurus

![Gomphurus](images/Gomphurus.jpg)

#### Gonatista

![Gonatista](images/Gonatista.jpg)

#### Gryllotalpa

![Gryllotalpa](images/Gryllotalpa.jpg)

#### Gryllus

![Gryllus](images/Gryllus.jpg)

#### Habronattus

![Habronattus](images/Habronattus.jpg)

#### Habropoda

![Habropoda](images/Habropoda.jpg)

#### Halictus

![Halictus](images/Halictus.jpg)

#### Helophilus

![Helophilus](images/Helophilus.jpg)

#### Hemipepsis

![Hemipepsis](images/Hemipepsis.jpg)

#### Heriades

![Heriades](images/Heriades.jpg)

#### Hexagenia

![Hexagenia](images/Hexagenia.jpg)

#### Hogna

![Hogna](images/Hogna.jpg)

#### Hoplitis

![Hoplitis](images/Hoplitis.jpg)

#### Hylogomphus

![Hylogomphus](images/Hylogomphus.jpg)

#### Kukulcania

![Kukulcania](images/Kukulcania.jpg)

#### Ladona

![Ladona](images/Ladona.jpg)

#### Lasioglossum

![Lasioglossum](images/Lasioglossum.jpg)

#### Lasius

![Lasius](images/Lasius.jpg)

#### Latrodectus

![Latrodectus](images/Latrodectus.jpg)

#### Leptinotarsa

![Leptinotarsa](images/Leptinotarsa.jpg)

#### Lethocerus

![Lethocerus](images/Lethocerus.jpg)

#### Leucozona

![Leucozona](images/Leucozona.jpg)

#### Libellula

![Libellula](images/Libellula.jpg)

#### Limonia

![Limonia](images/Limonia.jpg)

#### Litaneutria

![Litaneutria](images/Litaneutria.jpg)

#### Lithurgus

![Lithurgus](images/Lithurgus.jpg)

#### Loxosceles

![Loxosceles](images/Loxosceles.jpg)

#### Lytta

![Lytta](images/Lytta.jpg)

#### Macromia

![Macromia](images/Macromia.jpg)

#### Macropis

![Macropis](images/Macropis.jpg)

#### Magicicada

![Magicicada](images/Magicicada.jpg)

#### Mallota

![Mallota](images/Mallota.jpg)

#### Mantis

![Mantis](images/Mantis.jpg)

#### Marpissa

![Marpissa](images/Marpissa.jpg)

#### Megachile

![Megachile](images/Megachile.jpg)

#### Megacyllene

![Megacyllene](images/Megacyllene.jpg)

#### Melangyna

![Melangyna](images/Melangyna.jpg)

#### Melanoplus

![Melanoplus](images/Melanoplus.jpg)

#### Melanostoma

![Melanostoma](images/Melanostoma.jpg)

#### Meliscaeva

![Meliscaeva](images/Meliscaeva.jpg)

#### Merodon

![Merodon](images/Merodon.jpg)

#### Meromacrus

![Meromacrus](images/Meromacrus.jpg)

#### Metacyrba

![Metacyrba](images/Metacyrba.jpg)

#### Miagrammopes

![Miagrammopes](images/Miagrammopes.jpg)

#### Milesia

![Milesia](images/Milesia.jpg)

#### Mischocyttarus

![Mischocyttarus](images/Mischocyttarus.jpg)

#### Monomorium

![Monomorium](images/Monomorium.jpg)

#### Myrmecocystus

![Myrmecocystus](images/Myrmecocystus.jpg)

#### Myrmica

![Myrmica](images/Myrmica.jpg)

#### Nehalennia

![Nehalennia](images/Nehalennia.jpg)

#### Neivamyrmex

![Neivamyrmex](images/Neivamyrmex.jpg)

#### Neoascia

![Neoascia](images/Neoascia.jpg)

#### Neoscona

![Neoscona](images/Neoscona.jpg)

#### Neotibicen

![Neotibicen](images/Neotibicen.jpg)

#### Nomia

![Nomia](images/Nomia.jpg)

#### Novomessor

![Novomessor](images/Novomessor.jpg)

#### Ocyptamus

![Ocyptamus](images/Ocyptamus.jpg)

#### Omorgus

![Omorgus](images/Omorgus.jpg)

#### Ophiogomphus

![Ophiogomphus](images/Ophiogomphus.jpg)

#### Ornidia

![Ornidia](images/Ornidia.jpg)

#### Orthonevra

![Orthonevra](images/Orthonevra.jpg)

#### Osmia

![Osmia](images/Osmia.jpg)

#### Ozyptila

![Ozyptila](images/Ozyptila.jpg)

#### Palpada

![Palpada](images/Palpada.jpg)

#### Paragus

![Paragus](images/Paragus.jpg)

#### Parasyrphus

![Parasyrphus](images/Parasyrphus.jpg)

#### Parcoblatta

![Parcoblatta](images/Parcoblatta.jpg)

#### Pardosa

![Pardosa](images/Pardosa.jpg)

#### Parhelophilus

![Parhelophilus](images/Parhelophilus.jpg)

#### Passalus

![Passalus](images/Passalus.jpg)

#### Pellenes

![Pellenes](images/Pellenes.jpg)

#### Perithemis

![Perithemis](images/Perithemis.jpg)

#### Phanogomphus

![Phanogomphus](images/Phanogomphus.jpg)

#### Pheidole

![Pheidole](images/Pheidole.jpg)

#### Phidippus

![Phidippus](images/Phidippus.jpg)

#### Photuris

![Photuris](images/Photuris.jpg)

#### Plathemis

![Plathemis](images/Plathemis.jpg)

#### Platycheirus

![Platycheirus](images/Platycheirus.jpg)

#### Pogonomyrmex

![Pogonomyrmex](images/Pogonomyrmex.jpg)

#### Progomphus

![Progomphus](images/Progomphus.jpg)

#### Pseudomyrmex

![Pseudomyrmex](images/Pseudomyrmex.jpg)

#### Pseudovates

![Pseudovates](images/Pseudovates.jpg)

#### Rabidosa

![Rabidosa](images/Rabidosa.jpg)

#### Rhagoletis

![Rhagoletis](images/Rhagoletis.jpg)

#### Rhingia

![Rhingia](images/Rhingia.jpg)

#### Rhionaeschna

![Rhionaeschna](images/Rhionaeschna.jpg)

#### Rhodanthidium

![Rhodanthidium](images/Rhodanthidium.jpg)

#### Salticus

![Salticus](images/Salticus.jpg)

#### Sassacus

![Sassacus](images/Sassacus.jpg)

#### Scaeva

![Scaeva](images/Scaeva.jpg)

#### Schizocosa

![Schizocosa](images/Schizocosa.jpg)

#### Sericomyia

![Sericomyia](images/Sericomyia.jpg)

#### Somatochlora

![Somatochlora](images/Somatochlora.jpg)

#### Sosippus

![Sosippus](images/Sosippus.jpg)

#### Sphaerophoria

![Sphaerophoria](images/Sphaerophoria.jpg)

#### Sphegina

![Sphegina](images/Sphegina.jpg)

#### Sphodros

![Sphodros](images/Sphodros.jpg)

#### Spilomyia

![Spilomyia](images/Spilomyia.jpg)

#### Stagmomantis

![Stagmomantis](images/Stagmomantis.jpg)

#### Stylurus

![Stylurus](images/Stylurus.jpg)

#### Sympetrum

![Sympetrum](images/Sympetrum.jpg)

#### Syritta

![Syritta](images/Syritta.jpg)

#### Syrphus

![Syrphus](images/Syrphus.jpg)

#### Tachysphex

![Tachysphex](images/Tachysphex.jpg)

#### Tapinoma

![Tapinoma](images/Tapinoma.jpg)

#### Temnostoma

![Temnostoma](images/Temnostoma.jpg)

#### Temnothorax

![Temnothorax](images/Temnothorax.jpg)

#### Theridion

![Theridion](images/Theridion.jpg)

#### Thesprotia

![Thesprotia](images/Thesprotia.jpg)

#### Tigrosa

![Tigrosa](images/Tigrosa.jpg)

#### Titiotus

![Titiotus](images/Titiotus.jpg)

#### Toxomerus

![Toxomerus](images/Toxomerus.jpg)

#### Trachymyrmex

![Trachymyrmex](images/Trachymyrmex.jpg)

#### Trimerotropis

![Trimerotropis](images/Trimerotropis.jpg)

#### Tropidia

![Tropidia](images/Tropidia.jpg)

#### Tutelina

![Tutelina](images/Tutelina.jpg)

#### Ummidia

![Ummidia](images/Ummidia.jpg)

#### Volucella

![Volucella](images/Volucella.jpg)

#### Xenox

![Xenox](images/Xenox.jpg)

#### Xylocopa

![Xylocopa](images/Xylocopa.jpg)

#### Xylota

![Xylota](images/Xylota.jpg)

#### Xysticus

![Xysticus](images/Xysticus.jpg)

#### Zootermopsis

![Zootermopsis](images/Zootermopsis.jpg)

#### Zoropsis

![Zoropsis](images/Zoropsis.jpg)

#### Zygoballus

![Zygoballus](images/Zygoballus.jpg)