--- license: apache-2.0 metrics: - accuracy - f1 base_model: - google/vit-base-patch16-224-in21k --- Returns mushroom type given an image. ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/_tfRCaKBzs3rx82PT2xX2.png) See https://www.kaggle.com/code/dima806/mushrooms-image-detection-vit for more details. ``` Classification report: precision recall f1-score support Urnula craterium 0.9804 0.9863 0.9833 2335 Leccinum albostipitatum 0.7755 0.9054 0.8354 2335 Lactarius deliciosus 0.9284 0.8163 0.8687 2335 Clitocybe nebularis 0.9409 0.9550 0.9479 2335 Hypholoma fasciculare 0.8962 0.8176 0.8551 2335 Lactarius torminosus 0.8862 0.9306 0.9078 2334 Lycoperdon perlatum 0.9459 0.9653 0.9555 2335 Verpa bohemica 0.9927 0.9957 0.9942 2335 Schizophyllum commune 0.9346 0.9666 0.9503 2335 Leccinum aurantiacum 0.7167 0.4887 0.5811 2335 Phellinus igniarius 0.8414 0.8338 0.8376 2335 Suillus luteus 0.7222 0.3362 0.4588 2335 Coltricia perennis 0.9756 0.9422 0.9586 2335 Cetraria islandica 0.9851 0.9910 0.9880 2335 Amanita muscaria 0.9956 0.9764 0.9859 2335 Pholiota aurivella 0.9295 0.9486 0.9389 2334 Trichaptum biforme 0.8943 0.8587 0.8761 2335 Artomyces pyxidatus 0.9987 0.9936 0.9961 2335 Calocera viscosa 1.0000 0.9983 0.9991 2335 Sarcosoma globosum 0.9713 0.9700 0.9706 2335 Evernia prunastri 0.8245 0.8934 0.8576 2335 Laetiporus sulphureus 0.9613 0.9782 0.9696 2335 Lobaria pulmonaria 0.9720 0.9820 0.9770 2335 Bjerkandera adusta 0.8449 0.8073 0.8257 2335 Vulpicida pinastri 0.9771 0.9880 0.9825 2335 Imleria badia 0.7537 0.8099 0.7808 2335 Evernia mesomorpha 0.9160 0.9015 0.9087 2335 Physcia adscendens 0.8479 0.8043 0.8255 2335 Coprinellus micaceus 0.9189 0.8985 0.9086 2334 Armillaria borealis 0.9301 0.6444 0.7613 2334 Trametes ochracea 0.7924 0.6737 0.7282 2335 Cantharellus cibarius 0.9110 0.9773 0.9430 2335 Pseudevernia furfuracea 0.8943 0.8373 0.8649 2335 Tremella mesenterica 0.9966 0.9927 0.9946 2335 Gyromitra infula 0.9682 0.9516 0.9598 2335 Leccinum versipelle 0.7239 0.7850 0.7532 2335 Mutinus ravenelii 0.9974 1.0000 0.9987 2335 Pholiota squarrosa 0.8284 0.9285 0.8756 2335 Amanita rubescens 0.8616 0.9062 0.8833 2335 Amanita pantherina 0.9391 0.8723 0.9045 2334 Sarcoscypha austriaca 0.9936 0.9914 0.9925 2334 Boletus edulis 0.5996 0.9336 0.7302 2334 Coprinus comatus 0.9641 0.9897 0.9768 2335 Merulius tremellosus 0.8698 0.9272 0.8976 2335 Stropharia aeruginosa 0.9871 0.9842 0.9856 2335 Cladonia fimbriata 0.9746 0.9854 0.9800 2334 Suillus grevillei 0.8932 0.4981 0.6395 2335 Apioperdon pyriforme 0.9200 0.9499 0.9347 2335 Cerioporus squamosus 0.9427 0.9657 0.9541 2335 Leccinum scabrum 0.7482 0.9152 0.8233 2335 Rhytisma acerinum 1.0000 0.9949 0.9974 2335 Hypholoma lateritium 0.8445 0.9092 0.8756 2335 Flammulina velutipes 0.8947 0.9028 0.8987 2335 Tricholomopsis rutilans 0.9374 0.8587 0.8963 2335 Coprinopsis atramentaria 0.9285 0.9345 0.9315 2335 Trametes versicolor 0.8279 0.8946 0.8600 2334 Graphis scripta 0.9783 0.9871 0.9827 2334 Ganoderma applanatum 0.9162 0.9550 0.9352 2335 Phellinus tremulae 0.9149 0.8514 0.8820 2335 Peltigera aphthosa 0.9888 0.9863 0.9876 2335 Parmelia sulcata 0.8994 0.9229 0.9110 2335 Fomitopsis betulina 0.8678 0.9675 0.9149 2335 Pleurotus pulmonarius 0.8910 0.9139 0.9023 2335 Fomitopsis pinicola 0.9453 0.9615 0.9533 2335 Daedaleopsis confragosa 0.7665 0.8518 0.8069 2335 Hericium coralloides 0.9906 0.9897 0.9901 2334 Trametes hirsuta 0.8239 0.8518 0.8376 2334 Coprinellus disseminatus 0.9406 0.9490 0.9448 2335 Kuehneromyces mutabilis 0.7731 0.9208 0.8405 2335 Pleurotus ostreatus 0.7244 0.8994 0.8024 2335 Phlebia radiata 0.9601 0.9589 0.9595 2335 Boletus reticulatus 0.9405 0.2775 0.4286 2335 Phallus impudicus 0.9956 0.9649 0.9800 2335 Macrolepiota procera 0.9818 0.9923 0.9870 2334 Fomes fomentarius 0.9058 0.9267 0.9161 2334 Suillus granulatus 0.4872 0.9276 0.6388 2335 Gyromitra esculenta 0.9380 0.9465 0.9422 2335 Xanthoria parietina 0.9657 0.9645 0.9651 2335 Nectria cinnabarina 0.9882 0.9704 0.9793 2335 Sarcomyxa serotina 0.9546 0.4411 0.6034 2335 Inonotus obliquus 0.9568 0.9970 0.9765 2334 Panellus stipticus 0.8756 0.8385 0.8566 2334 Hypogymnia physodes 0.8739 0.9327 0.9024 2334 Hygrophoropsis aurantiaca 0.9132 0.9195 0.9163 2334 Cladonia rangiferina 0.9404 0.9195 0.9298 2335 Platismatia glauca 0.9523 0.9567 0.9545 2335 Calycina citrina 0.9822 0.9949 0.9885 2335 Cladonia stellaris 0.9377 0.9610 0.9492 2334 Amanita citrina 0.9392 0.9799 0.9591 2334 Lepista nuda 0.9778 0.9820 0.9799 2335 Gyromitra gigas 0.9701 0.9576 0.9638 2335 Crucibulum laeve 0.9226 0.9602 0.9410 2335 Daedaleopsis tricolor 0.8988 0.8176 0.8562 2335 Stereum hirsutum 0.9009 0.8604 0.8802 2335 Paxillus involutus 0.7496 0.9075 0.8210 2335 Lactarius turpis 0.9355 0.8942 0.9144 2335 Chlorociboria aeruginascens 1.0000 0.9949 0.9974 2335 Chondrostereum purpureum 0.9353 0.8976 0.9161 2335 Phaeophyscia orbicularis 0.8864 0.8424 0.8639 2335 Peltigera praetextata 0.9847 0.9679 0.9762 2335 accuracy 0.8990 233480 macro avg 0.9057 0.8990 0.8960 233480 weighted avg 0.9057 0.8990 0.8960 233480 ```