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