Returns mushroom type given an image.
See https://www.kaggle.com/code/dima806/mushroom-types-image-detection-vit for more details.
Classification report:
precision recall f1-score support
mosaic_puffball 1.0000 1.0000 1.0000 7
scarlet_elfcup 1.0000 1.0000 1.0000 7
splendid_waxcap 1.0000 0.4286 0.6000 7
tawny_grisette 0.8750 1.0000 0.9333 7
jubilee_waxcap 1.0000 1.0000 1.0000 6
king_alfreds_cakes 1.0000 0.8333 0.9091 6
heath_waxcap 0.7500 1.0000 0.8571 6
silky_rosegill 1.0000 1.0000 1.0000 6
golden_waxcap 0.4286 1.0000 0.6000 6
macro_mushroom 1.0000 0.8571 0.9231 7
spectacular_rustgill 0.7500 0.8571 0.8000 7
pink_waxcap 1.0000 1.0000 1.0000 6
brown_birch_bolete 0.8333 0.8333 0.8333 6
scaly_wood_mushroom 1.0000 1.0000 1.0000 6
stinkhorn 0.8571 1.0000 0.9231 6
blackening_brittlegill 1.0000 0.7143 0.8333 7
penny_bun 0.8571 1.0000 0.9231 6
chicken_of_the_woods 1.0000 1.0000 1.0000 7
common_bonnet 1.0000 0.7143 0.8333 7
common_rustgill 1.0000 0.8333 0.9091 6
hedgehog_fungus 1.0000 0.8333 0.9091 6
shaggy_scalycap 1.0000 0.8333 0.9091 6
dyers_mazegill 0.8571 1.0000 0.9231 6
earthballs 1.0000 1.0000 1.0000 7
purple_brittlegill 1.0000 0.8333 0.9091 6
smoky_bracket 0.7143 0.7143 0.7143 7
elfin_saddle 1.0000 1.0000 1.0000 6
shaggy_bracket 0.7778 1.0000 0.8750 7
greencracked_brittlegill 1.0000 0.6667 0.8000 6
sulphur_tuft 1.0000 1.0000 1.0000 6
warted_amanita 1.0000 0.7143 0.8333 7
white_domecap 0.7778 1.0000 0.8750 7
winter_chanterelle 1.0000 1.0000 1.0000 7
grey_knight 1.0000 0.8571 0.9231 7
pale_oyster 1.0000 0.5714 0.7273 7
medusa_mushroom 0.6667 0.8571 0.7500 7
spotted_toughshank 1.0000 1.0000 1.0000 7
dog_stinkhorn 1.0000 0.8333 0.9091 6
stubble_rosegill 1.0000 0.6667 0.8000 6
truffles 1.0000 1.0000 1.0000 6
panthercap 0.8000 0.6667 0.7273 6
vermillion_waxcap 1.0000 1.0000 1.0000 7
ascot_hat 0.8571 1.0000 0.9231 6
birch_polypore 1.0000 0.5000 0.6667 6
common_morel 0.7778 1.0000 0.8750 7
shaggy_parasol 1.0000 0.6667 0.8000 6
turkey_tail 0.6667 1.0000 0.8000 6
the_blusher 0.6250 0.8333 0.7143 6
deathcap 0.3333 1.0000 0.5000 7
chestnut_bolete 1.0000 0.7143 0.8333 7
grey_spotted_amanita 1.0000 0.8571 0.9231 7
slender_parasol 1.0000 0.8571 0.9231 7
horn_of_plenty 1.0000 1.0000 1.0000 7
magpie_inkcap 1.0000 0.8333 0.9091 6
fools_funnel 0.8333 0.8333 0.8333 6
orange_birch_bolete 1.0000 1.0000 1.0000 6
scarlet_waxcap 0.5714 0.6667 0.6154 6
yellow_stainer 1.0000 0.6667 0.8000 6
field_mushroom 1.0000 0.8333 0.9091 6
fragrant_funnel 0.8333 0.8333 0.8333 6
spring_fieldcap 0.8333 0.7143 0.7692 7
bronze_bolete 1.0000 0.4286 0.6000 7
orange_grisette 1.0000 0.8571 0.9231 7
parasol 0.8333 0.7143 0.7692 7
trooping_funnel 1.0000 0.7143 0.8333 7
beechwood_sickener 1.0000 0.6667 0.8000 6
rosy_bonnet 0.8333 0.8333 0.8333 6
dusky_puffball 1.0000 1.0000 1.0000 7
the_miller 0.7000 1.0000 0.8235 7
white_saddle 1.0000 1.0000 1.0000 7
old_man_of_the_woods 1.0000 1.0000 1.0000 6
crimped_gill 1.0000 0.8333 0.9091 6
blushing_rosette 1.0000 1.0000 1.0000 6
pine_bolete 1.0000 1.0000 1.0000 6
brown_rollrim 1.0000 0.8333 0.9091 6
deadly_webcap 1.0000 1.0000 1.0000 7
devils_bolete 1.0000 1.0000 1.0000 6
scarlet_caterpillarclub 1.0000 1.0000 1.0000 7
red_cracking_bolete 1.0000 1.0000 1.0000 6
false_chanterelle 1.0000 0.8333 0.9091 6
woodland_inkcap 0.6667 0.8571 0.7500 7
cucumber_cap 1.0000 0.8571 0.9231 7
leccinum_albostipitatum 1.0000 1.0000 1.0000 6
fairy_ring_champignons 0.8333 0.8333 0.8333 6
rooting_bolete 0.7500 1.0000 0.8571 6
wood_blewit 0.7500 1.0000 0.8571 6
lilac_bonnet 0.8333 0.8333 0.8333 6
butter_cap 1.0000 1.0000 1.0000 7
black_bulgar 1.0000 1.0000 1.0000 7
giant_puffball 0.8571 1.0000 0.9231 6
false_deathcap 0.0000 0.0000 0.0000 6
white_fibrecap 1.0000 1.0000 1.0000 6
velvet_shank 1.0000 0.8571 0.9231 7
slippery_jack 0.5556 0.8333 0.6667 6
white_dapperling 0.6667 0.8571 0.7500 7
parrot_waxcap 1.0000 0.8333 0.9091 6
wrinkled_peach 0.8571 1.0000 0.9231 6
silverleaf_fungus 1.0000 1.0000 1.0000 7
amanita_gemmata 1.0000 1.0000 1.0000 6
stinking_dapperling 1.0000 0.8333 0.9091 6
plums_and_custard 1.0000 0.6667 0.8000 6
peppery_bolete 0.8000 0.6667 0.7273 6
terracotta_hedgehog 0.8333 0.8333 0.8333 6
egghead_mottlegill 1.0000 1.0000 1.0000 6
bearded_milkcap 1.0000 0.8333 0.9091 6
inky_mushroom 1.0000 0.5000 0.6667 6
larch_bolete 0.8571 0.8571 0.8571 7
porcelain_fungus 0.8571 1.0000 0.9231 6
jelly_tooth 1.0000 1.0000 1.0000 6
scarletina_bolete 0.5000 1.0000 0.6667 6
yellow_foot_waxcap 1.0000 1.0000 1.0000 6
the_prince 1.0000 0.5000 0.6667 6
aniseed_funnel 1.0000 0.8333 0.9091 6
white_false_death_cap 0.5000 0.8333 0.6250 6
false_saffron_milkcap 1.0000 0.8333 0.9091 6
yellow_swamp_brittlegill 1.0000 0.8333 0.9091 6
semifree_morel 1.0000 1.0000 1.0000 7
bitter_bolete 1.0000 0.7143 0.8333 7
almond_mushroom 1.0000 1.0000 1.0000 6
shaggy_inkcap 0.8750 1.0000 0.9333 7
blushing_wood_mushroom 1.0000 0.6667 0.8000 6
common_puffball 1.0000 1.0000 1.0000 6
funeral_bell 0.7500 1.0000 0.8571 6
bay_bolete 1.0000 0.8333 0.9091 6
blackening_waxcap 1.0000 0.5714 0.7273 7
liberty_cap 0.6000 1.0000 0.7500 6
snowy_waxcap 0.6667 1.0000 0.8000 6
the_goblet 1.0000 1.0000 1.0000 7
deer_shield 1.0000 1.0000 1.0000 7
freckled_dapperling 0.6667 1.0000 0.8000 6
slimy_waxcap 0.6667 1.0000 0.8000 6
common_inkcap 0.7778 1.0000 0.8750 7
amethyst_chanterelle 0.8750 1.0000 0.9333 7
cedarwood_waxcap 0.7143 0.8333 0.7692 6
honey_fungus 1.0000 0.8571 0.9231 7
bruising_webcap 1.0000 0.4286 0.6000 7
stump_puffball 0.8571 1.0000 0.9231 6
giant_funnel 0.8333 0.8333 0.8333 6
tuberous_polypore 1.0000 0.6667 0.8000 6
poison_pie 0.8571 0.8571 0.8571 7
curry_milkcap 1.0000 1.0000 1.0000 6
amethyst_deceiver 1.0000 1.0000 1.0000 7
golden_bootleg 1.0000 0.7143 0.8333 7
clustered_domecap 1.0000 0.6667 0.8000 6
ochre_brittlegill 0.7143 0.7143 0.7143 7
blackening_polypore 1.0000 0.8333 0.9091 6
suede_bolete 1.0000 1.0000 1.0000 7
horse_mushroom 0.5455 1.0000 0.7059 6
geranium_brittlegill 0.6667 1.0000 0.8000 6
st_georges_mushroom 1.0000 0.8333 0.9091 6
destroying_angel 0.0000 0.0000 0.0000 6
field_blewit 1.0000 0.5714 0.7273 7
cinnamon_bracket 1.0000 1.0000 1.0000 6
lions_mane 1.0000 0.8333 0.9091 6
orange_peel_fungus 1.0000 1.0000 1.0000 6
chanterelle 0.8750 1.0000 0.9333 7
the_sickener 0.8571 1.0000 0.9231 6
birch_woodwart 0.8571 1.0000 0.9231 6
pavement_mushroom 0.7500 1.0000 0.8571 6
false_morel 1.0000 1.0000 1.0000 7
oak_bolete 1.0000 0.8333 0.9091 6
poplar_fieldcap 1.0000 0.5000 0.6667 6
jelly_ears 1.0000 1.0000 1.0000 6
summer_bolete 0.6250 0.8333 0.7143 6
frosted_chanterelle 0.5714 0.6667 0.6154 6
morel 1.0000 0.8333 0.9091 6
the_deceiver 1.0000 0.8571 0.9231 7
splitgill 0.8571 1.0000 0.9231 6
ruby_bolete 0.8571 0.8571 0.8571 7
sepia_bolete 1.0000 0.5714 0.7273 7
bovine_bolete 0.8750 1.0000 0.9333 7
fly_agaric 1.0000 1.0000 1.0000 7
thimble_morel 0.8571 1.0000 0.9231 6
black_morel 0.8333 0.8333 0.8333 6
poplar_bell 1.0000 1.0000 1.0000 6
fleecy_milkcap 0.7778 1.0000 0.8750 7
golden_scalycap 0.7500 1.0000 0.8571 6
yellow_stagshorn 1.0000 1.0000 1.0000 6
oak_polypore 1.0000 0.8333 0.9091 6
weeping_widow 0.7500 0.8571 0.8000 7
meadow_waxcap 0.8750 1.0000 0.9333 7
clouded_agaric 0.7500 0.8571 0.8000 7
woolly_milkcap 0.8750 1.0000 0.9333 7
snakeskin_grisette 1.0000 0.8333 0.9091 6
hairy_curtain_crust 0.8750 1.0000 0.9333 7
lurid_bolete 1.0000 0.6667 0.8000 6
wood_mushroom 0.8571 0.8571 0.8571 7
dryads_saddle 0.8750 1.0000 0.9333 7
sheathed_woodtuft 1.0000 0.8571 0.9231 7
orange_bolete 0.6667 1.0000 0.8000 6
lilac_fibrecap 1.0000 0.8571 0.9231 7
cauliflower_fungus 1.0000 1.0000 1.0000 7
saffron_milkcap 0.7500 0.5000 0.6000 6
pestle_puffball 1.0000 0.8571 0.9231 7
red_belted_bracket 1.0000 1.0000 1.0000 6
beefsteak_fungus 1.0000 1.0000 1.0000 7
oak_mazegill 1.0000 0.4286 0.6000 7
glistening_inkcap 0.8571 0.8571 0.8571 7
tripe_fungus 1.0000 0.6667 0.8000 6
blushing_bracket 0.7143 0.7143 0.7143 7
deadly_fibrecap 0.8571 1.0000 0.9231 6
root_rot 0.5556 0.8333 0.6667 6
powdery_brittlegill 1.0000 1.0000 1.0000 6
grisettes 0.6667 0.6667 0.6667 6
charcoal_burner 0.8333 0.7143 0.7692 7
rooting_shank 1.0000 1.0000 1.0000 6
hen_of_the_woods 0.8571 1.0000 0.9231 6
crimson_waxcap 1.0000 1.0000 1.0000 6
fenugreek_milkcap 1.0000 1.0000 1.0000 7
oyster_mushroom 0.6667 1.0000 0.8000 6
blue_roundhead 0.8571 1.0000 0.9231 6
hoof_fungus 0.7500 1.0000 0.8571 6
bitter_beech_bolete 1.0000 0.5714 0.7273 7
tawny_funnel 1.0000 1.0000 1.0000 6
yellow_false_truffle 1.0000 1.0000 1.0000 6
accuracy 0.8699 1376
macro avg 0.8933 0.8701 0.8670 1376
weighted avg 0.8949 0.8699 0.8676 1376