--- license: apache-2.0 metrics: - accuracy - f1 --- Returns fruit type given an image. See https://www.kaggle.com/code/dima806/fruit-100-types-image-detection-vit for more details. ``` Classification report: precision recall f1-score support abiu 0.7799 0.9056 0.8380 180 acai 0.8118 0.8389 0.8251 180 acerola 0.8701 0.8556 0.8627 180 ackee 0.9451 0.9556 0.9503 180 ambarella 0.5696 0.7278 0.6390 180 apple 0.9027 0.9278 0.9151 180 apricot 0.7046 0.9278 0.8010 180 avocado 0.9297 0.9556 0.9425 180 banana 0.9781 0.9944 0.9862 180 barbadine 0.9074 0.5444 0.6806 180 barberry 0.8122 0.8889 0.8488 180 betel_nut 0.9420 0.7222 0.8176 180 bitter_gourd 0.9888 0.9833 0.9861 180 black_berry 0.5260 0.9000 0.6639 180 black_mullberry 0.9641 0.8944 0.9280 180 brazil_nut 0.9298 0.8833 0.9060 180 camu_camu 0.8325 0.9111 0.8700 180 cashew 0.9889 0.9889 0.9889 180 cempedak 0.9706 0.5500 0.7021 180 chenet 0.7422 0.9278 0.8247 180 cherimoya 0.5869 0.6944 0.6361 180 chico 0.5940 0.4389 0.5048 180 chokeberry 0.8444 0.8444 0.8444 180 cluster_fig 0.9236 0.8056 0.8605 180 coconut 0.9167 0.9778 0.9462 180 corn_kernel 0.9781 0.9944 0.9862 180 cranberry 0.9067 0.7556 0.8242 180 cupuacu 0.8846 0.8944 0.8895 180 custard_apple 0.5000 0.0056 0.0110 180 damson 0.8687 0.9556 0.9101 180 dewberry 0.7869 0.2667 0.3983 180 dragonfruit 0.9890 0.9944 0.9917 180 durian 0.9730 1.0000 0.9863 180 eggplant 0.9833 0.9833 0.9833 180 elderberry 0.9553 0.9500 0.9526 180 emblic 0.8927 0.8778 0.8852 180 feijoa 0.9111 0.9111 0.9111 180 fig 0.8696 1.0000 0.9302 180 finger_lime 0.9647 0.9111 0.9371 180 gooseberry 0.8966 0.8667 0.8814 180 goumi 0.8020 0.9000 0.8482 180 grape 0.9661 0.9500 0.9580 180 grapefruit 0.8696 0.7778 0.8211 180 greengage 0.8434 0.7778 0.8092 180 grenadilla 0.6457 0.8000 0.7146 180 guava 0.8122 0.8889 0.8488 180 hard_kiwi 0.8367 0.9111 0.8723 180 hawthorn 0.8246 0.7833 0.8034 180 hog_plum 0.8667 0.0722 0.1333 180 horned_melon 0.9943 0.9722 0.9831 180 indian_strawberry 0.5427 0.4944 0.5174 180 jaboticaba 0.9480 0.9111 0.9292 180 jackfruit 0.6917 0.9722 0.8083 180 jalapeno 0.9728 0.9944 0.9835 180 jamaica_cherry 0.9136 0.8222 0.8655 180 jambul 0.8750 0.8556 0.8652 180 jocote 0.7365 0.6056 0.6646 180 jujube 0.8554 0.7889 0.8208 180 kaffir_lime 0.9672 0.9833 0.9752 180 kumquat 0.8000 0.9333 0.8615 180 lablab 0.9835 0.9944 0.9890 180 langsat 0.8656 0.8944 0.8798 180 longan 0.9016 0.9667 0.9330 180 mabolo 0.9405 0.8778 0.9080 180 malay_apple 0.6173 0.5556 0.5848 180 mandarine 0.7811 0.8722 0.8241 180 mango 0.8071 0.8833 0.8435 180 mangosteen 0.9609 0.9556 0.9582 180 medlar 0.9503 0.9556 0.9529 180 mock_strawberry 0.5568 0.5722 0.5644 180 morinda 0.9727 0.9889 0.9807 180 mountain_soursop 0.9496 0.7333 0.8276 180 oil_palm 0.9053 0.9556 0.9297 180 olive 0.9704 0.9111 0.9398 180 otaheite_apple 0.5736 0.6278 0.5995 180 papaya 0.7882 0.8889 0.8355 180 passion_fruit 0.7720 0.8278 0.7989 180 pawpaw 0.8428 0.7444 0.7906 180 pea 0.9375 1.0000 0.9677 180 pineapple 1.0000 1.0000 1.0000 180 plumcot 0.8525 0.5778 0.6887 180 pomegranate 0.9418 0.9889 0.9648 180 prikly_pear 0.9834 0.9889 0.9861 180 quince 0.9399 0.9556 0.9477 180 rambutan 1.0000 1.0000 1.0000 180 raspberry 0.9206 0.9667 0.9431 180 redcurrant 0.9040 0.9944 0.9471 180 rose_hip 0.8595 0.8833 0.8712 180 rose_leaf_bramble 0.9050 0.9000 0.9025 180 salak 0.8947 0.9444 0.9189 180 santol 0.8870 0.8722 0.8796 180 sapodilla 0.5727 0.7222 0.6388 180 sea_buckthorn 0.9780 0.9889 0.9834 180 strawberry_guava 0.8407 0.8500 0.8453 180 sugar_apple 0.4711 0.9500 0.6298 180 taxus_baccata 0.9676 0.9944 0.9808 180 ugli_fruit 0.9202 0.8333 0.8746 180 white_currant 1.0000 1.0000 1.0000 180 yali_pear 0.9448 0.9500 0.9474 180 yellow_plum 0.7552 0.8056 0.7796 180 accuracy 0.8498 18000 macro avg 0.8570 0.8498 0.8417 18000 weighted avg 0.8570 0.8498 0.8417 18000 ```