bathyal-ai-classifier / training_report.json
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{
"output_dir": "/workspace/output_v2",
"classifier_bundle": "/workspace/output_v2",
"bioclip_model": "hf-hub:imageomics/bioclip-2",
"device": "cuda",
"thresholds": {
"probability": 0.95,
"margin": 0.0,
"centroid_similarity": 0.6
},
"training_summary": {
"train_examples": 91701,
"val_examples": 22801,
"unknown_examples": 0,
"label_count": 790,
"labels": [
"Abudefduf abdominalis",
"Abudefduf saxatilis",
"Abudefduf septemfasciatus",
"Abudefduf sexfasciatus",
"Abudefduf sordidus",
"Abudefduf taurus",
"Abudefduf troschelii",
"Abudefduf vaigiensis",
"Acanthistius cinctus",
"Acanthistius ocellatus",
"Acanthistius patachonicus",
"Acanthochromis polyacanthus",
"Acanthurus leucopareius",
"Acropora cervicornis",
"Acropora florida",
"Acropora gemmifera",
"Acropora hyacinthus",
"Acropora muricata",
"Acropora palmata",
"Acropora robusta",
"Acrozoanthus australiae",
"Actinia equina",
"Actinia mediterranea",
"Actinoptilum molle",
"Aegla concepcionensis",
"Agaricia tenuifolia",
"Aglantha digitale",
"Alectis ciliaris",
"Alicia pretiosa",
"Amblyglyphidodon aureus",
"Amblyglyphidodon curacao",
"Amblyglyphidodon leucogaster",
"Amblyglyphidodon orbicularis",
"Amblypomacentrus breviceps",
"Amblypomacentrus tricinctus",
"Amphiprion akallopisos",
"Amphiprion barberi",
"Amphiprion biaculeatus",
"Amphiprion bicinctus",
"Amphiprion chrysopterus",
"Amphiprion clarkii",
"Amphiprion ephippium",
"Amphiprion frenatus",
"Amphiprion melanopus",
"Amphiprion nigripes",
"Amphiprion ocellaris",
"Amphiprion perideraion",
"Amphiprion polymnus",
"Amphiprion sandaracinos",
"Anamobaea orstedii",
"Anemonia viridis",
"Anoplogaster cornuta",
"Anoplopoma fimbria",
"Antedonoidea sp. 1",
"Anthias anthias",
"Anthomastus cf. tahinodus",
"Anthopleura artemisia",
"Anthopleura elegantissima",
"Anthopleura sola",
"Anthopleura xanthogrammica",
"Anthoptilum lithophilum",
"Apostichopus leukothele",
"Apristurus brunneus",
"Archosargus probatocephalus",
"Asteronyx loveni",
"Astrangia haimei",
"Astrangia poculata",
"Astrea curta",
"Astroides calycularis",
"Atolla wyvillei",
"Aulactinia incubans",
"Aulactinia veratra",
"Aurelia aurita",
"Azurina atrilobata",
"Azurina cyanea",
"Azurina lepidolepis",
"Azurina multilineata",
"Balanophyllia elegans",
"Balanophyllia europaea",
"Balanophyllia regia",
"Balistes capriscus",
"Balistes vetula",
"Balticina californica",
"Bartholomea annulata",
"Bathyraja trachura",
"Beroe abyssicola",
"Beroe cucumis",
"Beroe forskalii",
"Bispira brunnea",
"Bispira volutacornis",
"Bodianus pulchellus",
"Bodianus rufus",
"Bolinopsis infundibulum",
"Boloceroides mcmurrichi",
"Branchiomma luctuosum",
"Briareum asbestinum",
"Briareum violaceum",
"Bunodactis verrucosa",
"Bunodosoma granuliferum",
"Caesioperca lepidoptera",
"Caesioperca rasor",
"Calamus bajonado",
"Calamus leucosteus",
"Calamus nodosus",
"Calamus proridens",
"Calliactis palliata",
"Calliactis parasitica",
"Calliactis polypus",
"Calliactis tricolor",
"Callistephanus simplex",
"Canthidermis sufflamen",
"Canthigaster rostrata",
"Caprodon longimanus",
"Caracanthus maculatus",
"Caranx bartholomaei",
"Caranx crysos",
"Caranx ruber",
"Carcharhinus acronotus",
"Carcharhinus albimarginatus",
"Carcharhinus amblyrhynchos",
"Carcharhinus brachyurus",
"Carcharhinus brevipinna",
"Carcharhinus falciformis",
"Carcharhinus galapagensis",
"Carcharhinus isodon",
"Carcharhinus leucas",
"Carcharhinus limbatus",
"Carcharhinus longimanus",
"Carcharhinus melanopterus",
"Carcharhinus obscurus",
"Carcharhinus perezii",
"Carcharhinus plumbeus",
"Caryophyllia inornata",
"Caryophyllia smithii",
"Catalaphyllia jardinei",
"Caulolatilus microps",
"Centropristis philadelphica",
"Cephalopholis cruentata",
"Chaetodipterus faber",
"Chaetodon capistratus",
"Chaetodon ocellatus",
"Chaetodon sedentarius",
"Chionoecetes tanneri",
"Chorilia longipes",
"Chromis alpha",
"Chromis analis",
"Chromis atripectoralis",
"Chromis chromis",
"Chromis chrysura",
"Chromis crusma",
"Chromis dasygenys",
"Chromis dispila",
"Chromis flavaxilla",
"Chromis fumea",
"Chromis hypsilepis",
"Chromis insolata",
"Chromis klunzingeri",
"Chromis limbata",
"Chromis nitida",
"Chromis notata",
"Chromis opercularis",
"Chromis ovalis",
"Chromis punctipinnis",
"Chromis scotochiloptera",
"Chromis ternatensis",
"Chromis verater",
"Chromis viridis",
"Chromis weberi",
"Chromis xanthochira",
"Chromis xanthura",
"Chrysaora fuscescens",
"Chrysiptera biocellata",
"Chrysiptera caeruleolineata",
"Chrysiptera cyanea",
"Chrysiptera glauca",
"Chrysiptera leucopoma",
"Chrysiptera oxycephala",
"Chrysiptera rex",
"Chrysiptera rollandi",
"Chrysiptera springeri",
"Chrysiptera talboti",
"Chrysiptera taupou",
"Chrysiptera unimaculata",
"Ciona intestinalis",
"Cladocora caespitosa",
"Cladopsammia gracilis",
"Clione limacina",
"Colpophyllia natans",
"Condylactis gigantea",
"Corallium rubrum",
"Corolla spectabilis",
"Corynactis californica",
"Coryphaenoides acrolepis",
"Coryphaenoides guentheri",
"Coryphaenoides pectoralis",
"Coryphaenoides rupestris",
"Cribrinopsis albopunctata",
"Crossaster papposus",
"Crucigera zygophora",
"Dascyllus abudafur",
"Dascyllus albisella",
"Dascyllus aruanus",
"Dascyllus carneus",
"Dascyllus reticulatus",
"Dascyllus trimaculatus",
"Dendrochirus zebra",
"Dendrogyra cylindrus",
"Dendrophyllia ramea",
"Diadumene lineata",
"Dichocoenia stokesii",
"Dichotella gemmacea",
"Diplectrum formosum",
"Diploastrea heliopora",
"Diploria labyrinthiformis",
"Dischistodus melanotus",
"Dischistodus perspicillatus",
"Dischistodus prosopotaenia",
"Dofleinia armata",
"Doryteuthis opalescens",
"Dosidicus gigas",
"Duncanopsammia peltata",
"Edwardsianthus gilbertensis",
"Ellisella ceratophyta",
"Entacmaea medusivora",
"Entacmaea quadricolor",
"Enteroctopus dofleini",
"Eopsetta jordani",
"Epiactis lisbethae",
"Epiactis prolifera",
"Epinephelides armatus",
"Epinephelus adscensionis",
"Epinephelus areolatus",
"Epinephelus awoara",
"Epinephelus bleekeri",
"Epinephelus coeruleopunctatus",
"Epinephelus coioides",
"Epinephelus corallicola",
"Epinephelus costae",
"Epinephelus cyanopodus",
"Epinephelus daemelii",
"Epinephelus fasciatus",
"Epinephelus fuscoguttatus",
"Epinephelus guttatus",
"Epinephelus hexagonatus",
"Epinephelus howlandi",
"Epinephelus itajara",
"Epinephelus labriformis",
"Epinephelus lanceolatus",
"Epinephelus macrospilos",
"Epinephelus maculatus",
"Epinephelus malabaricus",
"Epinephelus marginatus",
"Epinephelus merra",
"Epinephelus morio",
"Epinephelus ongus",
"Epinephelus polyphekadion",
"Epinephelus quinquefasciatus",
"Epinephelus quoyanus",
"Epinephelus rivulatus",
"Epinephelus spilotoceps",
"Epinephelus stoliczkae",
"Epinephelus striatus",
"Epinephelus tauvina",
"Epinephelus tukula",
"Epinephelus undulatostriatus",
"Epizoanthus couchii",
"Epizoanthus karenae",
"Epizoanthus leptoderma",
"Epizoanthus sabulosus",
"Epizoanthus scotinus",
"Eptatretus stoutii",
"Erythropodium caribaeorum",
"Erythropodium hicksoni",
"Eudistylia polymorpha",
"Eudistylia vancouveri",
"Euphyllia glabrescens",
"Eusmilia fastigiata",
"Eutonina indicans",
"Exaiptasia diaphana",
"Favia fragum",
"Ficopomatus enigmaticus",
"Filograna implexa",
"Fimbriaphyllia ancora",
"Florometra serratissima",
"Fungia fungites",
"Galeolaria caespitosa",
"Galeolaria gemineoa",
"Galeolaria hystrix",
"Glyptocephalus zachirus",
"Goniastrea pectinata",
"Gorgonocephalus eucnemis",
"Gymnothorax moringa",
"Haemulon album",
"Haemulon aurolineatum",
"Halcampa crypta",
"Halcampa decemtentaculata",
"Halichoeres annularis",
"Halichoeres argus",
"Halichoeres biocellatus",
"Halichoeres bivittatus",
"Halichoeres californicus",
"Halichoeres chloropterus",
"Halichoeres chrysus",
"Halichoeres claudia",
"Halichoeres cosmetus",
"Halichoeres dispilus",
"Halichoeres garnoti",
"Halichoeres hartzfeldii",
"Halichoeres hortulanus",
"Halichoeres leucoxanthus",
"Halichoeres leucurus",
"Halichoeres maculipinna",
"Halichoeres margaritaceus",
"Halichoeres marginatus",
"Halichoeres melanurus",
"Halichoeres melasmapomus",
"Halichoeres nebulosus",
"Halichoeres nicholsi",
"Halichoeres nigrescens",
"Halichoeres notospilus",
"Halichoeres ornatissimus",
"Halichoeres podostigma",
"Halichoeres poeyi",
"Halichoeres prosopeion",
"Halichoeres radiatus",
"Halichoeres richmondi",
"Halichoeres scapularis",
"Halichoeres semicinctus",
"Halichoeres solorensis",
"Halichoeres trimaculatus",
"Handactis nutrix",
"Harriotta raleighana",
"Helicolenus percoides",
"Heliofungia actiniformis",
"Heliopora coerulea",
"Helioseris cucullata",
"Hemiglyphidodon plagiometopon",
"Heteractis aurora",
"Hicksonella guishanensis",
"Hicksonella princeps",
"Hippasteria phrygiana",
"Holacanthus bermudensis",
"Holocentrus adscensionis",
"Hormathia coronata",
"Hormathia nodosa",
"Hormathianthus tuberculatus",
"Hydnophora microconos",
"Hydroides elegans",
"Hydrolagus colliei",
"Hypoplectrodes annulatus",
"Hypoplectrodes jamesoni",
"Hypoplectrodes maccullochi",
"Hypoplectrodes nigroruber",
"Hypsypops rubicundus",
"Iracundus signifer",
"Isaurus cliftoni",
"Isaurus tuberculatus",
"Isidella tentaculum",
"Isis hippuris",
"Isozoanthus capensis",
"Isozoanthus sulcatus",
"Junceella juncea",
"Katharina tunicata",
"Lachnolaimus maximus",
"Laqueus californicus",
"Lepidozygus tapeinosoma",
"Leptastrea purpurea",
"Leptopsammia pruvoti",
"Liponema brevicorne",
"Lithodes couesi",
"Lobactis scutaria",
"Luidia foliolata",
"Lutjanus analis",
"Lutjanus apodus",
"Lutjanus campechanus",
"Lutjanus griseus",
"Lutjanus guttatus",
"Lutjanus synagris",
"Luzonichthys waitei",
"Lyopsetta exilis",
"Malacanthus plumieri",
"Meandrina meandrites",
"Mediaster aequalis",
"Melicertum octocostatum",
"Merluccius productus",
"Metridium farcimen",
"Metridium senile",
"Microspathodon bairdii",
"Microspathodon chrysurus",
"Microspathodon dorsalis",
"Microstomus bathybius",
"Microstomus pacificus",
"Mirolabrichthys evansi",
"Mirolabrichthys pascalus",
"Mirolabrichthys tuka",
"Mitrocoma cellularia",
"Mobula alfredi",
"Mola mola",
"Monacanthus tuckeri",
"Monomyces rubrum",
"Montastraea cavernosa",
"Montipora capitata",
"Montipora flabellata",
"Mopalia porifera",
"Mulloidichthys dentatus",
"Mulloidichthys flavolineatus",
"Mulloidichthys martinicus",
"Mulloidichthys vanicolensis",
"Mullus surmuletus",
"Munida bapensis",
"Munidopsis curvirostra",
"Munidopsis polymorpha",
"Mussa angulosa",
"Mycteroperca bonaci",
"Mycteroperca interstitialis",
"Mycteroperca microlepis",
"Mycteroperca phenax",
"Myxicola",
"Myxicola infundibulum",
"Nanomia bijuga",
"Nemanthias bartlettorum",
"Nemanthias bicolor",
"Nemanthias dispar",
"Nemanthias ignitus",
"Nemanthus nitidus",
"Nemapterois biocellatus",
"Neochirus barberi",
"Neochirus brachyptera",
"Neoglyphidodon crossi",
"Neoglyphidodon melas",
"Neoglyphidodon nigroris",
"Neoglyphidodon oxyodon",
"Neoglyphidodon thoracotaeniatus",
"Neopomacentrus cyanomos",
"Neopomacentrus nemurus",
"Neopomacentrus violascens",
"Notaulax occidentalis",
"Octopus rubescens",
"Oculina diffusa",
"Ophiodon elongatus",
"Opistognathus aurifrons",
"Opistognathus darwiniensis",
"Opistognathus macrognathus",
"Opistognathus maxillosus",
"Opistognathus punctatus",
"Opistognathus randalli",
"Opistognathus robinsi",
"Opistognathus rosenblatti",
"Opistognathus variabilis",
"Opistognathus wassi",
"Orbicella annularis",
"Orbicella faveolata",
"Orbicella franksi",
"Othos dentex",
"Pachyseris rugosa",
"Pachyseris speciosa",
"Pagrus pagrus",
"Palythoa caribaeorum",
"Palythoa grandiflora",
"Palythoa heliodiscus",
"Palythoa mutuki",
"Palythoa tuberculosa",
"Pandalus platyceros",
"Pannychia moseleyi",
"Paragoniastrea australensis",
"Paragorgia arborea",
"Paraminabea aldersladei",
"Paraminabea hongkongensis",
"Paraminabea rubeusa",
"Paramontastraea peresi",
"Paranthias furcifer",
"Parapterois heterura",
"Parascorpaena picta",
"Parasphaerasclera aurea",
"Parasphaerasclera valdiviae",
"Parazoanthus axinellae",
"Parazoanthus elongatus",
"Parazoanthus swiftii",
"Parupeneus barberinoides",
"Parupeneus barberinus",
"Parupeneus ciliatus",
"Parupeneus crassilabris",
"Parupeneus cyclostomus",
"Parupeneus forsskali",
"Parupeneus heptacantha",
"Parupeneus indicus",
"Parupeneus insularis",
"Parupeneus macronemus",
"Parupeneus multifasciatus",
"Parupeneus pleurostigma",
"Parupeneus porphyreus",
"Parupeneus spilurus",
"Parupeneus trifasciatus",
"Pavona cactus",
"Pavona clavus",
"Pavona decussata",
"Pavona maldivensis",
"Pavona varians",
"Pavona venosa",
"Peachia quinquecapitata",
"Pennatula phosphorea",
"Periphylla periphylla",
"Perissogorgia vitrea",
"Phacellophora camtschatica",
"Phlyctenactis tuberculosa",
"Phronima sedentaria",
"Phymactis papillosa",
"Phymanthus crucifer",
"Physogyra lichtensteini",
"Physophora hydrostatica",
"Plantae detritus",
"Plectroglyphidodon dickii",
"Plectroglyphidodon fasciolatus",
"Plectroglyphidodon johnstonianus",
"Plectroglyphidodon marginatus",
"Plerogyra sinuosa",
"Pleurobranchaea californica",
"Pocillopora capitata",
"Pocillopora damicornis",
"Pocillopora grandis",
"Pocillopora meandrina",
"Pocillopora verrucosa",
"Pomacanthus arcuatus",
"Pomacanthus paru",
"Pomacentrus amboinensis",
"Pomacentrus auriventris",
"Pomacentrus bankanensis",
"Pomacentrus brachialis",
"Pomacentrus burroughi",
"Pomacentrus callainus",
"Pomacentrus coelestis",
"Pomacentrus lepidogenys",
"Pomacentrus maafu",
"Pomacentrus micronesicus",
"Pomacentrus moluccensis",
"Pomacentrus nagasakiensis",
"Pomacentrus nigromanus",
"Pomacentrus nigromarginatus",
"Pomacentrus pavo",
"Pomacentrus reidi",
"Pomacentrus simsiang",
"Pomacentrus spilotoceps",
"Pomacentrus vaiuli",
"Pomatostegus stellatus",
"Poralia rufescens",
"Poraniopsis inflata",
"Porites astreoides",
"Porites compressa",
"Porites cylindrica",
"Porites lobata",
"Porites panamensis",
"Porites porites",
"Porites rus",
"Priacanthus arenatus",
"Primnoa pacifica",
"Primnoa resedaeformis",
"Pristigenys alta",
"Pristipomoides aquilonaris",
"Protula bispiralis",
"Protula tubularia",
"Psammocora profundacella",
"Pseudanthias cheirospilos",
"Pseudanthias cooperi",
"Pseudanthias huchtii",
"Pseudanthias hypselosoma",
"Pseudanthias luzonensis",
"Pseudanthias pleurotaenia",
"Pseudanthias rubrizonatus",
"Pseudanthias squamipinnis",
"Pseudobranchiomma grandis",
"Pseudobranchiomma longa",
"Pseudodiploria clivosa",
"Pseudodiploria strigosa",
"Pseudupeneus maculatus",
"Psolus squamatus",
"Ptereleotris evides",
"Ptereleotris hanae",
"Ptereleotris helenae",
"Ptereleotris heteroptera",
"Ptereleotris microlepis",
"Ptereleotris monoptera",
"Ptereleotris zebra",
"Pteroeides argenteum",
"Pteroeides griseum",
"Pteroidichthys amboinensis",
"Pterois miles",
"Pterois russelii",
"Pterois volitans",
"Pteropterus antennatus",
"Pteropterus cinctus",
"Pteropterus radiatus",
"Pteropterus sphex",
"Ptilosarcus gurneyi",
"Ptilosarcus undulatus",
"Pycnochromis amboinensis",
"Pycnochromis atripes",
"Pycnochromis delta",
"Pycnochromis fieldi",
"Pycnochromis hanui",
"Pycnochromis iomelas",
"Pycnochromis margaritifer",
"Pycnochromis retrofasciatus",
"Pycnochromis vanderbilti",
"Pyronotanthias lori",
"Pyronotanthias smithvanizi",
"Pyrosoma atlanticum",
"Radianthus crispa",
"Radianthus magnifica",
"Rathbunaster californicus",
"Renilla koellikeri",
"Renilla reniformis",
"Rhinopias frondosa",
"Rhomboplites aurorubens",
"Rumphella aggregata",
"Rumphella torta",
"Sabella discifera",
"Sabella pavonina",
"Sabella spallanzanii",
"Sabellastarte australiensis",
"Sabellastarte magnifica",
"Sabellastarte spectabilis",
"Salmacina australis",
"Salmacina tribranchiata",
"Salpa fusiformis",
"Salpa maxima",
"Sarcoptilus grandis",
"Sarcoptilus shaneparkeri",
"Savalia lucifica",
"Savalia savaglia",
"Schizobranchia insignis",
"Scolymia cubensis",
"Scorpaena cardinalis",
"Scorpaena maderensis",
"Scorpaena mystes",
"Scorpaena notata",
"Scorpaena papillosa",
"Scorpaena plumieri",
"Scorpaena porcus",
"Scorpaena scrofa",
"Scorpaenodes evides",
"Scorpaenopsis cacopsis",
"Scorpaenopsis cirrosa",
"Scorpaenopsis diabolus",
"Scorpaenopsis eschmeyeri",
"Scorpaenopsis neglecta",
"Scorpaenopsis oxycephala",
"Scotoplanes globosa",
"Scytalium tentaculatum",
"Sebastapistes coniorta",
"Sebastapistes cyanostigma",
"Sebastes aleutianus",
"Sebastes atrovirens",
"Sebastes auriculatus",
"Sebastes babcocki",
"Sebastes brevispinis",
"Sebastes carnatus",
"Sebastes caurinus",
"Sebastes chlorostictus",
"Sebastes chrysomelas",
"Sebastes constellatus",
"Sebastes dallii",
"Sebastes elongatus",
"Sebastes entomelas",
"Sebastes fasciatus",
"Sebastes flavidus",
"Sebastes helvomaculatus",
"Sebastes hopkinsi",
"Sebastes maliger",
"Sebastes melanops",
"Sebastes melanostomus",
"Sebastes mentella",
"Sebastes miniatus",
"Sebastes mystinus",
"Sebastes nebulosus",
"Sebastes nigrocinctus",
"Sebastes oculatus",
"Sebastes paucispinis",
"Sebastes pinniger",
"Sebastes proriger",
"Sebastes rastrelliger",
"Sebastes rosaceus",
"Sebastes ruberrimus",
"Sebastes rubrivinctus",
"Sebastes serranoides",
"Sebastes serriceps",
"Sebastes umbrosus",
"Sebastiscus marmoratus",
"Sebastolobus alascanus",
"Selene vomer",
"Seriatopora caliendrum",
"Seriola dumerili",
"Seriola fasciata",
"Seriola rivoliana",
"Seriola zonata",
"Serpula columbiana",
"Serpula vermicularis",
"Serranocirrhitus latus",
"Serranus atricauda",
"Serranus baldwini",
"Serranus cabrilla",
"Serranus hepatus",
"Serranus papilionaceus",
"Serranus phoebe",
"Serranus psittacinus",
"Serranus scriba",
"Serranus subligarius",
"Serranus tabacarius",
"Serranus tigrinus",
"Serranus tortugarum",
"Siderastrea radians",
"Siderastrea siderea",
"Solenastrea bournoni",
"Solmissus incisa",
"Sphaerokodisis australis",
"Sphyraena barracuda",
"Sphyrna lewini",
"Spirobranchus",
"Spirobranchus cariniferus",
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"Virgularia mirabilis",
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