--- license: apache-2.0 metrics: - accuracy - f1 --- 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 ```