QUT Fish Dataset Computer Vision Project

thesis

Updated a year ago

378

views

24

downloads
Classes (482)
A73EGS-P
CUNWCB-Y
Istiophorus_platypterus
P1ROZC-Z
PQV7DP-S
acanthaluteres_brownii
acanthaluteres_spilomelanurus
acanthaluteres_vittiger
acanthistius_cinctus
acanthopagrus _latus
acanthopagrus_australis
acanthopagrus_berda
achoerodus_gouldii
achoerodus_viridis
acreichthys_tomentosus
aesopia_cornuta
aethaloperca_rogaa
alectis_ciliaris
alectis_indica
alepes_kleinii
aluterus_monoceros
aluterus_scriptus
amanses_scopas
anampses_caeruleopunctatus
anampses_elegans
anampses_femininus
anampses_geographicus
anampses_lennardi
anampses_melanurus
anampses_meleagrides
anampses_neoguinaicus
anampses_twistii
anodontostoma_chacunda
anyperodon_leucogrammicus
aphareus_furca
aphareus_rutilans
aprion_virescens
argyrops_spinifer
aseraggodes_melanostictus
atractoscion_aequidens
atule_mate
auxis_rochei
auxis_thazard
bathylagichthys_greyae
beryx_decadactylus
bodianus_anthioides
bodianus_axillaris
bodianus_bilunulatus
bodianus_bimaculatus
bodianus_diana
bodianus_loxozonus
bodianus_mesothorax
bodianus_perditio
bodianus_unimaculatus
bodianus_vulpinus
bothus_mancus
bothus_myriaster
bothus_pantherinus
brachaluteres_jacksonianus
brachirus_orientalis
caesioperca_lepidopterus
cantherhines_dumerilii
cantherhines_fronticinctus
cantherhines_pardalis
cantheschenia_grandisquamis
caprodon_longimanus
caprodon_schlegelii
carangoides_caeruleopinnatus
carangoides_chrysophrys
carangoides_equula
carangoides_ferdau
carangoides_fulvoguttatus
carangoides_hedlandensis
carangoides_malabaricus
carangoides_orthogrammus
carangoides_plagiotaenia
caranx_ignobilis
caranx_lugubris
caranx_melampygus
caranx_sexfasciatus
carcharhinus_albimarginatus
carcharhinus_amblyrhynchos
carcharhinus_falciformis
carcharhinus_galapagensis
carcharhinus_limbatus
carcharhinus_melanopterus
carcharhinus_obscurus
carcharhinus_plumbeus
carcharhinus_sorrah
centroberyx_affinis
centrogenys_vaigiensis
centroscymnus_coelolepis
cephalopholis_argus
cephalopholis_boenak
cephalopholis_cyanostigma
cephalopholis_formosa
cephalopholis_igarashiensis
cephalopholis_leopardus
cephalopholis_microprion
cephalopholis_miniata
cephalopholis_sexmaculata
cephalopholis_sonnerati
cephalopholis_spiloparaea
chascanopsetta_lugubris
cheilinus_chlorourus
cheilinus_fasciatus
cheilinus_oxycephalus
cheilinus_trilobatus
cheilinus_undulatus
cheilio_inermis
cheilodactylus_ephippium
cheilodactylus_fuscus
cheilodactylus_spectabilis
cheilodactylus_vestitus
chelidonichthys_kumu
chirocentrus_dorab
chirocentrus_nudus
choerodon_anchorago
choerodon_cauteroma
choerodon_cyanodus
choerodon_fasciatus
choerodon_graphicus
choerodon_jordani
choerodon_rubescens
choerodon_schoenleinii
choerodon_venustus
choerodon_vitta
choerodon_zamboangae
chromileptes_altivelis
cirrhilabrus_bathyphilus
cirrhilabrus_condei
cirrhilabrus_cyanopleura
cirrhilabrus_exquisitus
cirrhilabrus_laboutei
cirrhilabrus_punctatus
cirrhilabrus_scottorum
cirrhilabrus_temminckii
coris_aygula
coris_batuensis
coris_bulbifrons
coris_caudimacula
coris_dorsomacula
coris_gaimard
coris_picta
coris_pictoides
coris_sandeyeri
crenimugil_crenilabis
cymbacephalus_nematophthalmus
cymolutes_praetextatus
cymolutes_torquatus
cynoglossus_puncticeps
cyttopsis_rosea
dactylophora_nigricans
decapterus_macrosoma
decapterus_russelli
diproctacanthus_xanthurus
dotalabrus_aurantiacus
elagatis_bipinnulata
epibulus_insidiator
epinephelus_areolatus
epinephelus_bleekeri
epinephelus_chlorostigma
epinephelus_coeruleopunctatus
epinephelus_coioides
epinephelus_corallicola
epinephelus_cyanopodus
epinephelus_epistictus
epinephelus_fasciatus
epinephelus_fuscoguttatus
epinephelus_hexagonatus
epinephelus_howlandi
epinephelus_lanceolatus
epinephelus_latifasciatus
epinephelus_macrospilos
epinephelus_maculatus
epinephelus_melanostigma
epinephelus_merra
epinephelus_morrhua
epinephelus_multinotatus
epinephelus_ongus
epinephelus_polyphekadion
epinephelus_quoyanus
epinephelus_radiatus
epinephelus_retouti
epinephelus_rivulatus
epinephelus_sexfasciatus
epinephelus_spilotoceps
epinephelus_tauvina
epinephelus_undulatostriatus
etelis_carbunculus
etelis_coruscans
eubalichthys_cyanoura
eubalichthys_mosaicus
eupetrichthys_angustipes
euthynnus_affinis
evistias_acutirostris
gempylus_serpens
gnathanodon_speciosus
gnathodentex_aureolineatus
gracila_albomarginata
gymnocranius_ microdon
gymnocranius_audleyi
gymnocranius_euanus
gymnocranius_grandoculis
gymnosarda_unicolor
halichoeres_argus
halichoeres_biocellatus
halichoeres_chloropterus
halichoeres_chrysus
halichoeres_hartzfeldii
halichoeres_hortulanus
halichoeres_leucurus
halichoeres_margaritaceus
halichoeres_marginatus
halichoeres_melanochir
halichoeres_melanurus
halichoeres_melasmapomus
halichoeres_miniatus
halichoeres_nebulosus
halichoeres_nigrescens
halichoeres_scapularis
halichoeres_trimaculatus
harriotta_raleighana
hemigymnus_fasciatus
hemigymnus_melapterus
hemiramphus_far
herklotsichthys_quadrimaculatus
hologymnosus_annulatus
hologymnosus_doliatus
hyporhamphus_affinis
hyporhamphus_dussumieri
inegocia_japonica
johnius_borneensis
katsuwonus_pelamis
labrichthys_unilineatus
labroides_bicolor
labroides_dimidiatus
labroides_pectoralis
labropsis_australis
labropsis_manabei
labropsis_xanthonota
latridopsis_forsteri
lepidocybium_flavobrunneum
leptojulis_cyanopleura
lethrinus_amboinensis
lethrinus_atkinsoni
lethrinus_erythracanthus
lethrinus_genivittatus
lethrinus_harak
lethrinus_lentjan
lethrinus_microdon
lethrinus_miniatus
lethrinus_nebulosus
lethrinus_obsoletus
lethrinus_olivaceus
lethrinus_ornatus
lethrinus_rubrioperculatus
lethrinus_semicinctus
lethrinus_variegatus
lethrinus_xanthochilus
liopropoma_mitratum
liopropoma_susumi
liza_subviridis
liza_vaigiensis
lniistius_aneitensis
lniistius_pavo
lutjanus_adetii
lutjanus_argentimaculatus
lutjanus_biguttatus
lutjanus_bohar
lutjanus_carponotatus
lutjanus_decussatus
lutjanus_ehrenbergii
lutjanus_erythropterus
lutjanus_fulviflamma
lutjanus_fulvus
lutjanus_gibbus
lutjanus_johnii
lutjanus_kasmira
lutjanus_lemniscatus
lutjanus_lutjanus
lutjanus_malabaricus
lutjanus_monostigma
lutjanus_quinquelineatus
lutjanus_rivulatus
lutjanus_russellii
lutjanus_sebae
lutjanus_semicinctus
lutjanus_timoriensis
lutjanus_vitta
macolor_macularis
macolor_niger
macropharyngodon_choati
macropharyngodon_kuiteri
macropharyngodon_meleagris
macropharyngodon_negrosensis
macropharyngodon_ornatus
megalaspis_cordyla
meuschenia_australis
meuschenia_freycineti
meuschenia_galii
meuschenia_hippocrepis
meuschenia_scaber
meuschenia_trachylepis
monacanthus_chinensis
monotaxis_grandoculis
mugim_cephalus
naucrates_ductor
negaprion_acutidens
nemadactylus_douglasii
nemipterus_furcosus
nemipterus_hexodon
nemipterus_peronii
netuma_thalassina
nibea_soldado
notolabrus_fucicola
notolabrus_gymnogenis
notolabrus_tetricus
notorynchus_cepedianus
novaculichthys_taeniourus
novaculoides_macrolepidotus
oedalechilus_labiosus
ophthalmolepis_lineolatus
otolithes_ruber
oxycheilinus_bimaculatus
oxycheilinus_celebicus
oxycheilinus_digrammus
oxycheilinus_unifasciatus
oxymonacanthus_longirostris
pagrus_auratus
paracaesio_kusakarii
paracheilinus_filamentosus
paraluteres_prionurus
paramonacanthus_choirocephalus
paraplagusia_bilineata
parastromateus_niger
pardachirus_hedleyi
pardachirus_pavoninus
pentapodus_aureofasciatus
pentapodus_paradiseus
pentapodus_vitta_quoy
pervagor_alternans
pervagor_aspricaudus
pervagor_janthinosoma
pervagor_melanocephalus
pervagor_nigrolineatus
pinjalo_lewisi
platycephalus_indicus
plectranthias_longimanus
plectranthias_nanus
plectranthias_winniensis
plectropomus_areolatus
plectropomus_laevis
plectropomus_leopardus
plectropomus_maculatus
plectropomus_oligacanthus
plotosus_lineatus
pristipomoides_argyrogrammicus
pristipomoides_auricilla
pristipomoides_filamentosus
pristipomoides_flavipinnis
pristipomoides_sieboldii
pristipomoides_zonatus
promethichthys_prometheus
protonibea_diacanthus
psettodes_erumei
pseudalutarius_nasicornis
pseudanthias_bicolor
pseudanthias_cooperi
pseudanthias_dispar
pseudanthias_fasciatus
pseudanthias_huchtii
pseudanthias_hypselosoma
pseudanthias_lori
pseudanthias_luzonensis
pseudanthias_pictilis
pseudanthias_pleurotaenia
pseudanthias_rubrizonatus
pseudanthias_sheni
pseudanthias_smithvanizi
pseudanthias_squamipinnis
pseudanthias_tuka
pseudanthias_ventralis
pseudocaranx_dentex
pseudocarcharias_kamoharai
pseudocheilinus_evanidus
pseudocheilinus_hexataenia
pseudocheilinus_ocellatus
pseudocheilinus_octotaenia
pseudodax_moluccanus
pseudojuloides_cerasinus
pseudolabrus_biserialis
pseudolabrus_guentheri
pseudolabrus_luculentus
pseudorhombus_argus
pseudorhombus_arsius
pseudorhombus_elevatus
pteragogus_cryptus
pteragogus_enneacanthus
pteragogus_flagellifer
rastrelliger_kanagurta
retropinna_semoni
rhabdosargus_sarba
rhincodon_typus
rhizoprionodon_acutus
ruvettus_pretiosus
samaris_cristatus
samariscus_triocellatus
sarda_orientalis
sardinella_albella
sardinella_gibbosa
sardinops_sagax
scaevius_milii
scolopsis_affinis
scolopsis_bilineata
scolopsis_lineata
scolopsis_margaritifer
scolopsis_monogramma
scolopsis_trilineata
scolopsis_vosmeri
scolopsis_xenochrous
scomberoides_commersonnianus
scomberoides_lysan
scomberomorus_commerson
selar_crumenophthalmus
selaroides_leptolepis
seriola_dumerili
seriola_hippos
seriola_rivoliana
seriolina_nigrofasciata
serranocirrhitus_latus
sillago_ciliata
sillago_sihama
soleichthys_heterorhinos
sphyraena_barracuda
sphyraena_forsteri
sphyraena_jello
sphyraena_obtusata
stegostoma_fasciatum
stethojulis_bandanensis
stethojulis_interrupta
stethojulis_strigiventer
stethojulis_trilineata
stolephorus_waitei
suezichthys_arquatus
suezichthys_cyanolaemus
suezichthys_gracilis
symphorichthys_spilurus
symphorus_nematophorus
thalassoma_amblycephalum
thalassoma_hardwicke
thalassoma_jansenii
thalassoma_lunare
thalassoma_lutescens
thalassoma_nigrofasciatum
thalassoma_purpureum
thalassoma_quinquevittatum
thalassoma_trilobatum
thryssa_baelama
thryssa_hamiltonii
thunnus_alalunga
thunnus_albacares
thysanophrys_celebica
thysanophrys_chiltonae
trachichthys_australis
trachinotus_baillonii
trachinotus_blochii
trachinotus_botla
trachypoma_macracanthus
triaenodon_obesus
uraspis_secunda
valamugil_cunnesius
valamugil_engeli
valamugil_seheli
variola_albimarginata
variola_louti
wattsia_mossambica
wetmorella_albofasciata
wetmorella_nigropinnata
xiphocheilus_typus
zenarchopterus_dispar
zeus_faber

Metrics

Try This Model
Drop an image or
Description

This project hosts a subset (in-situ) of the QUT fish data set.

v1 - Original images resized (stretched) to 512 x 512 and Auto-oriented.

Credits:

QUT Project Website QUT Fish Dataset hosted on Kaggle

Use This Trained Model

Try it in your browser, or deploy via our Hosted Inference API and other deployment methods.

Supervision

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            qut-fish-dataset_dataset,
                            title = { QUT Fish Dataset Dataset },
                            type = { Open Source Dataset },
                            author = { thesis },
                            howpublished = { \url{ https://universe.roboflow.com/thesis-mncjr/qut-fish-dataset } },
                            url = { https://universe.roboflow.com/thesis-mncjr/qut-fish-dataset },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jul },
                            note = { visited on 2024-11-22 },
                            }