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README.md

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+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+
+model-index:
+- name: cv_forest_pest_detection
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.8042704463005066
+---
+
+# cv_forest_pest_detection
+
+
+Autogenerated by HuggingPics🤗🖼️
+
+Create your own image classifier for **anything** by running [the demo on Google Colab](https://colab.research.google.com/github/nateraw/huggingpics/blob/main/HuggingPics.ipynb).
+
+Report any issues with the demo at the [github repo](https://github.com/nateraw/huggingpics).
+
+
+## Example Images
+
+
+#### ActiasDubernardiOberthur
+
+![ActiasDubernardiOberthur](images/ActiasDubernardiOberthur.jpg)
+
+#### ActiasSeleneNingpoanaFelder
+
+![ActiasSeleneNingpoanaFelder](images/ActiasSeleneNingpoanaFelder.jpg)
+
+#### AgriusConvolvuli
+
+![AgriusConvolvuli](images/AgriusConvolvuli.jpg)
+
+#### AmsactaLactinea
+
+![AmsactaLactinea](images/AmsactaLactinea.jpg)
+
+#### AnoplophoraChinensisForster
+
+![AnoplophoraChinensisForster](images/AnoplophoraChinensisForster.jpg)
+
+#### AnoplophoraGlabripennisMotschulsky
+
+![AnoplophoraGlabripennisMotschulsky](images/AnoplophoraGlabripennisMotschulsky.jpg)
+
+#### AprionaGermari
+
+![AprionaGermari](images/AprionaGermari.jpg)
+
+#### AprionaSwainsoni
+
+![AprionaSwainsoni](images/AprionaSwainsoni.jpg)
+
+#### ArnpelophagaRubiginosaBremerEtGrey
+
+![ArnpelophagaRubiginosaBremerEtGrey](images/ArnpelophagaRubiginosaBremerEtGrey.jpg)
+
+#### AromiaBungiiFald
+
+![AromiaBungiiFald](images/AromiaBungiiFald.jpg)
+
+#### AtaturaIlia
+
+![AtaturaIlia](images/AtaturaIlia.jpg)
+
+#### BatoceraHorsfieldiHope
+
+![BatoceraHorsfieldiHope](images/BatoceraHorsfieldiHope.jpg)
+
+#### ByasaAlcinousKlug
+
+![ByasaAlcinousKlug](images/ByasaAlcinousKlug.jpg)
+
+#### CalospilosSuspectaWarren
+
+![CalospilosSuspectaWarren](images/CalospilosSuspectaWarren.jpg)
+
+#### CamptolomaInteriorata
+
+![CamptolomaInteriorata](images/CamptolomaInteriorata.jpg)
+
+#### CarposinaNiponensisWalsingham
+
+![CarposinaNiponensisWalsingham](images/CarposinaNiponensisWalsingham.jpg)
+
+#### CatharsiusMolossusLinnaeus
+
+![CatharsiusMolossusLinnaeus](images/CatharsiusMolossusLinnaeus.jpg)
+
+#### CeruraMencianaMoore
+
+![CeruraMencianaMoore](images/CeruraMencianaMoore.jpg)
+
+#### ChalcophoraJaponica
+
+![ChalcophoraJaponica](images/ChalcophoraJaponica.jpg)
+
+#### CicadellaViridis
+
+![CicadellaViridis](images/CicadellaViridis.jpg)
+
+#### ClanisBilineata
+
+![ClanisBilineata](images/ClanisBilineata.jpg)
+
+#### CletusPunctigerDallas
+
+![CletusPunctigerDallas](images/CletusPunctigerDallas.jpg)
+
+#### ClosteraAnachoreta
+
+![ClosteraAnachoreta](images/ClosteraAnachoreta.jpg)
+
+#### ClosteraAnastomosis
+
+![ClosteraAnastomosis](images/ClosteraAnastomosis.jpg)
+
+#### CnidocampaFlavescens
+
+![CnidocampaFlavescens](images/CnidocampaFlavescens.jpg)
+
+#### ConogethesPunctiferalis
+
+![ConogethesPunctiferalis](images/ConogethesPunctiferalis.jpg)
+
+#### CorythuchaCiliata
+
+![CorythuchaCiliata](images/CorythuchaCiliata.jpg)
+
+#### CreatonotusTransiens
+
+![CreatonotusTransiens](images/CreatonotusTransiens.jpg)
+
+#### CryptotympanaAtrataFabricius
+
+![CryptotympanaAtrataFabricius](images/CryptotympanaAtrataFabricius.jpg)
+
+#### CyclidiaSubstigmariaSubstigmaria
+
+![CyclidiaSubstigmariaSubstigmaria](images/CyclidiaSubstigmariaSubstigmaria.jpg)
+
+#### CyclopeltaObscura
+
+![CyclopeltaObscura](images/CyclopeltaObscura.jpg)
+
+#### CystidiaCouaggariaGuenee
+
+![CystidiaCouaggariaGuenee](images/CystidiaCouaggariaGuenee.jpg)
+
+#### DanausChrysippusLinnaeus
+
+![DanausChrysippusLinnaeus](images/DanausChrysippusLinnaeus.jpg)
+
+#### DanausGenutia
+
+![DanausGenutia](images/DanausGenutia.jpg)
+
+#### DasychiraGroteiMoore
+
+![DasychiraGroteiMoore](images/DasychiraGroteiMoore.jpg)
+
+#### DendrolimusPunctatusWalker
+
+![DendrolimusPunctatusWalker](images/DendrolimusPunctatusWalker.jpg)
+
+#### DiaphaniaPerspectalis
+
+![DiaphaniaPerspectalis](images/DiaphaniaPerspectalis.jpg)
+
+#### DicranocephalusWallichi
+
+![DicranocephalusWallichi](images/DicranocephalusWallichi.jpg)
+
+#### DictyopharaSinica
+
+![DictyopharaSinica](images/DictyopharaSinica.jpg)
+
+#### DorcusTitanusPlatymelus
+
+![DorcusTitanusPlatymelus](images/DorcusTitanusPlatymelus.jpg)
+
+#### DrosichaCorpulenta
+
+![DrosichaCorpulenta](images/DrosichaCorpulenta.jpg)
+
+#### EligmaNarcissus
+
+![EligmaNarcissus](images/EligmaNarcissus.jpg)
+
+#### EnmonodiaVespertiliFabricius
+
+![EnmonodiaVespertiliFabricius](images/EnmonodiaVespertiliFabricius.jpg)
+
+#### ErthesinaFullo
+
+![ErthesinaFullo](images/ErthesinaFullo.jpg)
+
+#### EuricaniaClara
+
+![EuricaniaClara](images/EuricaniaClara.jpg)
+
+#### EurostusValidusDallas
+
+![EurostusValidusDallas](images/EurostusValidusDallas.jpg)
+
+#### EurydemaDominulus
+
+![EurydemaDominulus](images/EurydemaDominulus.jpg)
+
+#### GeishaDistinctissima
+
+![GeishaDistinctissima](images/GeishaDistinctissima.jpg)
+
+#### GraphiumSarpedonLinnaeue
+
+![GraphiumSarpedonLinnaeue](images/GraphiumSarpedonLinnaeue.jpg)
+
+#### GraphosomaRubrolineata
+
+![GraphosomaRubrolineata](images/GraphosomaRubrolineata.jpg)
+
+#### HalyomorphaPicusFabricius
+
+![HalyomorphaPicusFabricius](images/HalyomorphaPicusFabricius.jpg)
+
+#### HestinaAssimilis
+
+![HestinaAssimilis](images/HestinaAssimilis.jpg)
+
+#### HistiaRhodopeCramer
+
+![HistiaRhodopeCramer](images/HistiaRhodopeCramer.jpg)
+
+#### HyphantriaCunea
+
+![HyphantriaCunea](images/HyphantriaCunea.jpg)
+
+#### JacobiascaFormosana
+
+![JacobiascaFormosana](images/JacobiascaFormosana.jpg)
+
+#### LatoriaConsociaWalker
+
+![LatoriaConsociaWalker](images/LatoriaConsociaWalker.jpg)
+
+#### LethocerusDeyrolliVuillefroy
+
+![LethocerusDeyrolliVuillefroy](images/LethocerusDeyrolliVuillefroy.jpg)
+
+#### LocastraMuscosalisWalker
+
+![LocastraMuscosalisWalker](images/LocastraMuscosalisWalker.jpg)
+
+#### LycormaDelicatula
+
+![LycormaDelicatula](images/LycormaDelicatula.jpg)
+
+#### MegopisSinicaSinicaWhite
+
+![MegopisSinicaSinicaWhite](images/MegopisSinicaSinicaWhite.jpg)
+
+#### MeimunaMongolica
+
+![MeimunaMongolica](images/MeimunaMongolica.jpg)
+
+#### MicromelalophaTroglodyta
+
+![MicromelalophaTroglodyta](images/MicromelalophaTroglodyta.jpg)
+
+#### MiltochristaStriata
+
+![MiltochristaStriata](images/MiltochristaStriata.jpg)
+
+#### MonochamusAlternatusHope
+
+![MonochamusAlternatusHope](images/MonochamusAlternatusHope.jpg)
+
+#### Ophthalmitisirrorataria
+
+![Ophthalmitisirrorataria](images/Ophthalmitisirrorataria.jpg)
+
+#### OrthagaAchatina
+
+![OrthagaAchatina](images/OrthagaAchatina.jpg)
+
+#### PapilioBianorCramer
+
+![PapilioBianorCramer](images/PapilioBianorCramer.jpg)
+
+#### PapilioMachaonLinnaeus
+
+![PapilioMachaonLinnaeus](images/PapilioMachaonLinnaeus.jpg)
+
+#### PapilioPolytesLinnaeus
+
+![PapilioPolytesLinnaeus](images/PapilioPolytesLinnaeus.jpg)
+
+#### PapilioProtenorCramer
+
+![PapilioProtenorCramer](images/PapilioProtenorCramer.jpg)
+
+#### PapilioXuthusLinnaeus
+
+![PapilioXuthusLinnaeus](images/PapilioXuthusLinnaeus.jpg)
+
+#### ParocneriaFurva
+
+![ParocneriaFurva](images/ParocneriaFurva.jpg)
+
+#### PergesaElpenorlewisi
+
+![PergesaElpenorlewisi](images/PergesaElpenorlewisi.jpg)
+
+#### PidorusAtratusButter
+
+![PidorusAtratusButter](images/PidorusAtratusButter.jpg)
+
+#### PierisRapae
+
+![PierisRapae](images/PierisRapae.jpg)
+
+#### PlagioderaVersicolora
+
+![PlagioderaVersicolora](images/PlagioderaVersicolora.jpg)
+
+#### PlatypleuraKaempferi
+
+![PlatypleuraKaempferi](images/PlatypleuraKaempferi.jpg)
+
+#### PlinachtusBicoloripesScott
+
+![PlinachtusBicoloripesScott](images/PlinachtusBicoloripesScott.jpg)
+
+#### PlinachtusDissimilis
+
+![PlinachtusDissimilis](images/PlinachtusDissimilis.jpg)
+
+#### PolygoniaCaureum
+
+![PolygoniaCaureum](images/PolygoniaCaureum.jpg)
+
+#### PolyuraNarcaeaHewitson
+
+![PolyuraNarcaeaHewitson](images/PolyuraNarcaeaHewitson.jpg)
+
+#### PorthesiaSimilis
+
+![PorthesiaSimilis](images/PorthesiaSimilis.jpg)
+
+#### ProdeniaLitura
+
+![ProdeniaLitura](images/ProdeniaLitura.jpg)
+
+#### ProtaetiaBrevitarsisLewis
+
+![ProtaetiaBrevitarsisLewis](images/ProtaetiaBrevitarsisLewis.jpg)
+
+#### PsilogrammaMenephron
+
+![PsilogrammaMenephron](images/PsilogrammaMenephron.jpg)
+
+#### RicaniaSublimata
+
+![RicaniaSublimata](images/RicaniaSublimata.jpg)
+
+#### RiptortusPedestris
+
+![RiptortusPedestris](images/RiptortusPedestris.jpg)
+
+#### SemanotusBifasciatusBifasciatus
+
+![SemanotusBifasciatusBifasciatus](images/SemanotusBifasciatusBifasciatus.jpg)
+
+#### SericinusMontelusGrey
+
+![SericinusMontelusGrey](images/SericinusMontelusGrey.jpg)
+
+#### SinnaExtrema
+
+![SinnaExtrema](images/SinnaExtrema.jpg)
+
+#### SmerinthusPlanusWalker
+
+![SmerinthusPlanusWalker](images/SmerinthusPlanusWalker.jpg)
+
+#### SpeiredoniaRetorta
+
+![SpeiredoniaRetorta](images/SpeiredoniaRetorta.jpg)
+
+#### SpilarctiaRobusta
+
+![SpilarctiaRobusta](images/SpilarctiaRobusta.jpg)
+
+#### SpilarctiaSubcarnea
+
+![SpilarctiaSubcarnea](images/SpilarctiaSubcarnea.jpg)
+
+#### StilprotiaSalicis
+
+![StilprotiaSalicis](images/StilprotiaSalicis.jpg)
+
+#### TheretraJaponica
+
+![TheretraJaponica](images/TheretraJaponica.jpg)
+
+#### ThoseaSinensisWalker
+
+![ThoseaSinensisWalker](images/ThoseaSinensisWalker.jpg)
+
+#### UropyiaMeticulodina
+
+![UropyiaMeticulodina](images/UropyiaMeticulodina.jpg)
+
+#### VanessaIndicaHerbst
+
+![VanessaIndicaHerbst](images/VanessaIndicaHerbst.jpg)

config.json

@@ -0,0 +1,226 @@
+{
+  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "ActiasDubernardiOberthur",
+    "1": "ActiasSeleneNingpoanaFelder",
+    "10": "AtaturaIlia",
+    "11": "BatoceraHorsfieldiHope",
+    "12": "ByasaAlcinousKlug",
+    "13": "CalospilosSuspectaWarren",
+    "14": "CamptolomaInteriorata",
+    "15": "CarposinaNiponensisWalsingham",
+    "16": "CatharsiusMolossusLinnaeus",
+    "17": "CeruraMencianaMoore",
+    "18": "ChalcophoraJaponica",
+    "19": "CicadellaViridis",
+    "2": "AgriusConvolvuli",
+    "20": "ClanisBilineata",
+    "21": "CletusPunctigerDallas",
+    "22": "ClosteraAnachoreta",
+    "23": "ClosteraAnastomosis",
+    "24": "CnidocampaFlavescens",
+    "25": "ConogethesPunctiferalis",
+    "26": "CorythuchaCiliata",
+    "27": "CreatonotusTransiens",
+    "28": "CryptotympanaAtrataFabricius",
+    "29": "CyclidiaSubstigmariaSubstigmaria",
+    "3": "AmsactaLactinea",
+    "30": "CyclopeltaObscura",
+    "31": "CystidiaCouaggariaGuenee",
+    "32": "DanausChrysippusLinnaeus",
+    "33": "DanausGenutia",
+    "34": "DasychiraGroteiMoore",
+    "35": "DendrolimusPunctatusWalker",
+    "36": "DiaphaniaPerspectalis",
+    "37": "DicranocephalusWallichi",
+    "38": "DictyopharaSinica",
+    "39": "DorcusTitanusPlatymelus",
+    "4": "AnoplophoraChinensisForster",
+    "40": "DrosichaCorpulenta",
+    "41": "EligmaNarcissus",
+    "42": "EnmonodiaVespertiliFabricius",
+    "43": "ErthesinaFullo",
+    "44": "EuricaniaClara",
+    "45": "EurostusValidusDallas",
+    "46": "EurydemaDominulus",
+    "47": "GeishaDistinctissima",
+    "48": "GraphiumSarpedonLinnaeue",
+    "49": "GraphosomaRubrolineata",
+    "5": "AnoplophoraGlabripennisMotschulsky",
+    "50": "HalyomorphaPicusFabricius",
+    "51": "HestinaAssimilis",
+    "52": "HistiaRhodopeCramer",
+    "53": "HyphantriaCunea",
+    "54": "JacobiascaFormosana",
+    "55": "LatoriaConsociaWalker",
+    "56": "LethocerusDeyrolliVuillefroy",
+    "57": "LocastraMuscosalisWalker",
+    "58": "LycormaDelicatula",
+    "59": "MegopisSinicaSinicaWhite",
+    "6": "AprionaGermari",
+    "60": "MeimunaMongolica",
+    "61": "MicromelalophaTroglodyta",
+    "62": "MiltochristaStriata",
+    "63": "MonochamusAlternatusHope",
+    "64": "Ophthalmitisirrorataria",
+    "65": "OrthagaAchatina",
+    "66": "PapilioBianorCramer",
+    "67": "PapilioMachaonLinnaeus",
+    "68": "PapilioPolytesLinnaeus",
+    "69": "PapilioProtenorCramer",
+    "7": "AprionaSwainsoni",
+    "70": "PapilioXuthusLinnaeus",
+    "71": "ParocneriaFurva",
+    "72": "PergesaElpenorlewisi",
+    "73": "PidorusAtratusButter",
+    "74": "PierisRapae",
+    "75": "PlagioderaVersicolora",
+    "76": "PlatypleuraKaempferi",
+    "77": "PlinachtusBicoloripesScott",
+    "78": "PlinachtusDissimilis",
+    "79": "PolygoniaCaureum",
+    "8": "ArnpelophagaRubiginosaBremerEtGrey",
+    "80": "PolyuraNarcaeaHewitson",
+    "81": "PorthesiaSimilis",
+    "82": "ProdeniaLitura",
+    "83": "ProtaetiaBrevitarsisLewis",
+    "84": "PsilogrammaMenephron",
+    "85": "RicaniaSublimata",
+    "86": "RiptortusPedestris",
+    "87": "SemanotusBifasciatusBifasciatus",
+    "88": "SericinusMontelusGrey",
+    "89": "SinnaExtrema",
+    "9": "AromiaBungiiFald",
+    "90": "SmerinthusPlanusWalker",
+    "91": "SpeiredoniaRetorta",
+    "92": "SpilarctiaRobusta",
+    "93": "SpilarctiaSubcarnea",
+    "94": "StilprotiaSalicis",
+    "95": "TheretraJaponica",
+    "96": "ThoseaSinensisWalker",
+    "97": "UropyiaMeticulodina",
+    "98": "VanessaIndicaHerbst"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "ActiasDubernardiOberthur": "0",
+    "ActiasSeleneNingpoanaFelder": "1",
+    "AgriusConvolvuli": "2",
+    "AmsactaLactinea": "3",
+    "AnoplophoraChinensisForster": "4",
+    "AnoplophoraGlabripennisMotschulsky": "5",
+    "AprionaGermari": "6",
+    "AprionaSwainsoni": "7",
+    "ArnpelophagaRubiginosaBremerEtGrey": "8",
+    "AromiaBungiiFald": "9",
+    "AtaturaIlia": "10",
+    "BatoceraHorsfieldiHope": "11",
+    "ByasaAlcinousKlug": "12",
+    "CalospilosSuspectaWarren": "13",
+    "CamptolomaInteriorata": "14",
+    "CarposinaNiponensisWalsingham": "15",
+    "CatharsiusMolossusLinnaeus": "16",
+    "CeruraMencianaMoore": "17",
+    "ChalcophoraJaponica": "18",
+    "CicadellaViridis": "19",
+    "ClanisBilineata": "20",
+    "CletusPunctigerDallas": "21",
+    "ClosteraAnachoreta": "22",
+    "ClosteraAnastomosis": "23",
+    "CnidocampaFlavescens": "24",
+    "ConogethesPunctiferalis": "25",
+    "CorythuchaCiliata": "26",
+    "CreatonotusTransiens": "27",
+    "CryptotympanaAtrataFabricius": "28",
+    "CyclidiaSubstigmariaSubstigmaria": "29",
+    "CyclopeltaObscura": "30",
+    "CystidiaCouaggariaGuenee": "31",
+    "DanausChrysippusLinnaeus": "32",
+    "DanausGenutia": "33",
+    "DasychiraGroteiMoore": "34",
+    "DendrolimusPunctatusWalker": "35",
+    "DiaphaniaPerspectalis": "36",
+    "DicranocephalusWallichi": "37",
+    "DictyopharaSinica": "38",
+    "DorcusTitanusPlatymelus": "39",
+    "DrosichaCorpulenta": "40",
+    "EligmaNarcissus": "41",
+    "EnmonodiaVespertiliFabricius": "42",
+    "ErthesinaFullo": "43",
+    "EuricaniaClara": "44",
+    "EurostusValidusDallas": "45",
+    "EurydemaDominulus": "46",
+    "GeishaDistinctissima": "47",
+    "GraphiumSarpedonLinnaeue": "48",
+    "GraphosomaRubrolineata": "49",
+    "HalyomorphaPicusFabricius": "50",
+    "HestinaAssimilis": "51",
+    "HistiaRhodopeCramer": "52",
+    "HyphantriaCunea": "53",
+    "JacobiascaFormosana": "54",
+    "LatoriaConsociaWalker": "55",
+    "LethocerusDeyrolliVuillefroy": "56",
+    "LocastraMuscosalisWalker": "57",
+    "LycormaDelicatula": "58",
+    "MegopisSinicaSinicaWhite": "59",
+    "MeimunaMongolica": "60",
+    "MicromelalophaTroglodyta": "61",
+    "MiltochristaStriata": "62",
+    "MonochamusAlternatusHope": "63",
+    "Ophthalmitisirrorataria": "64",
+    "OrthagaAchatina": "65",
+    "PapilioBianorCramer": "66",
+    "PapilioMachaonLinnaeus": "67",
+    "PapilioPolytesLinnaeus": "68",
+    "PapilioProtenorCramer": "69",
+    "PapilioXuthusLinnaeus": "70",
+    "ParocneriaFurva": "71",
+    "PergesaElpenorlewisi": "72",
+    "PidorusAtratusButter": "73",
+    "PierisRapae": "74",
+    "PlagioderaVersicolora": "75",
+    "PlatypleuraKaempferi": "76",
+    "PlinachtusBicoloripesScott": "77",
+    "PlinachtusDissimilis": "78",
+    "PolygoniaCaureum": "79",
+    "PolyuraNarcaeaHewitson": "80",
+    "PorthesiaSimilis": "81",
+    "ProdeniaLitura": "82",
+    "ProtaetiaBrevitarsisLewis": "83",
+    "PsilogrammaMenephron": "84",
+    "RicaniaSublimata": "85",
+    "RiptortusPedestris": "86",
+    "SemanotusBifasciatusBifasciatus": "87",
+    "SericinusMontelusGrey": "88",
+    "SinnaExtrema": "89",
+    "SmerinthusPlanusWalker": "90",
+    "SpeiredoniaRetorta": "91",
+    "SpilarctiaRobusta": "92",
+    "SpilarctiaSubcarnea": "93",
+    "StilprotiaSalicis": "94",
+    "TheretraJaponica": "95",
+    "ThoseaSinensisWalker": "96",
+    "UropyiaMeticulodina": "97",
+    "VanessaIndicaHerbst": "98"
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.32.0"
+}