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dima806
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mushrooms_image_detection

Image Classification
Transformers
PyTorch
Safetensors
vit
Model card Files Community
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  ---
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  Returns mushroom type given an image.
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- See https://www.kaggle.com/code/dima806/mushrooms-image-detection-vit for more details.
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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/MwuzPwx6u0t75lRJvI3Qp.png)
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  ```
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  Classification report:
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  precision recall f1-score support
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18
- Urnula craterium 0.9718 0.9884 0.9800 2334
19
- Leccinum albostipitatum 0.7707 0.9071 0.8334 2335
20
- Lactarius deliciosus 0.9273 0.8253 0.8733 2335
21
- Clitocybe nebularis 0.9427 0.9452 0.9439 2334
22
- Hypholoma fasciculare 0.9010 0.8030 0.8492 2335
23
- Lactarius torminosus 0.8876 0.9268 0.9068 2335
24
- Lycoperdon perlatum 0.9582 0.9623 0.9603 2335
25
- Verpa bohemica 0.9936 0.9961 0.9949 2335
26
- Schizophyllum commune 0.9296 0.9666 0.9477 2335
27
- Leccinum aurantiacum 0.7042 0.4822 0.5724 2335
28
- Phellinus igniarius 0.8552 0.8398 0.8475 2335
29
- Suillus luteus 0.7131 0.3246 0.4461 2335
30
- Coltricia perennis 0.9767 0.9315 0.9535 2335
31
- Cetraria islandica 0.9872 0.9906 0.9889 2335
32
- Amanita muscaria 0.9930 0.9786 0.9858 2335
33
- Pholiota aurivella 0.9279 0.9490 0.9384 2334
34
- Trichaptum biforme 0.8817 0.8647 0.8731 2335
35
- Artomyces pyxidatus 0.9996 0.9957 0.9976 2335
36
- Calocera viscosa 1.0000 0.9983 0.9991 2334
37
- Sarcosoma globosum 0.9805 0.9683 0.9744 2335
38
- Evernia prunastri 0.8305 0.8835 0.8562 2335
39
- Laetiporus sulphureus 0.9576 0.9769 0.9671 2335
40
- Lobaria pulmonaria 0.9700 0.9833 0.9766 2335
41
- Bjerkandera adusta 0.8617 0.7927 0.8258 2335
42
- Vulpicida pinastri 0.9767 0.9867 0.9817 2335
43
- Imleria badia 0.7607 0.8295 0.7936 2334
44
- Evernia mesomorpha 0.9088 0.9049 0.9069 2335
45
- Physcia adscendens 0.8699 0.7931 0.8297 2335
46
- Coprinellus micaceus 0.9055 0.8942 0.8998 2335
47
- Armillaria borealis 0.9276 0.6094 0.7356 2335
48
- Trametes ochracea 0.7787 0.6587 0.7137 2335
49
- Cantharellus cibarius 0.8939 0.9709 0.9308 2335
50
- Pseudevernia furfuracea 0.8862 0.8403 0.8626 2335
51
- Tremella mesenterica 0.9944 0.9944 0.9944 2335
52
- Gyromitra infula 0.9681 0.9482 0.9580 2334
53
- Leccinum versipelle 0.7412 0.7863 0.7631 2335
54
- Mutinus ravenelii 0.9970 1.0000 0.9985 2335
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- Pholiota squarrosa 0.8288 0.9268 0.8751 2335
56
- Amanita rubescens 0.8573 0.9083 0.8820 2334
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- Amanita pantherina 0.9326 0.8595 0.8946 2335
58
- Sarcoscypha austriaca 0.9957 0.9919 0.9938 2334
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- Boletus edulis 0.5838 0.9456 0.7219 2335
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- Coprinus comatus 0.9649 0.9889 0.9767 2335
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- Merulius tremellosus 0.8662 0.9267 0.8955 2334
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- Stropharia aeruginosa 0.9841 0.9816 0.9828 2335
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- Cladonia fimbriata 0.9587 0.9833 0.9708 2335
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- Suillus grevillei 0.9108 0.4767 0.6258 2335
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- Apioperdon pyriforme 0.9079 0.9546 0.9307 2335
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- Cerioporus squamosus 0.9361 0.9726 0.9540 2334
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- Leccinum scabrum 0.7393 0.9036 0.8133 2335
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- Rhytisma acerinum 0.9996 0.9953 0.9974 2335
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- Hypholoma lateritium 0.8489 0.9122 0.8794 2335
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- Flammulina velutipes 0.8831 0.9062 0.8945 2335
71
- Tricholomopsis rutilans 0.9455 0.8552 0.8981 2335
72
- Coprinopsis atramentaria 0.9215 0.9345 0.9279 2335
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- Trametes versicolor 0.8257 0.8985 0.8605 2335
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- Graphis scripta 0.9772 0.9901 0.9836 2335
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- Ganoderma applanatum 0.9168 0.9529 0.9345 2335
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- Phellinus tremulae 0.9129 0.8668 0.8893 2335
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- Peltigera aphthosa 0.9858 0.9816 0.9837 2335
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- Parmelia sulcata 0.8939 0.9272 0.9102 2335
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- Fomitopsis betulina 0.8706 0.9542 0.9105 2334
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- Pleurotus pulmonarius 0.8788 0.8942 0.8864 2335
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- Fomitopsis pinicola 0.9464 0.9679 0.9570 2335
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- Daedaleopsis confragosa 0.7503 0.8432 0.7940 2334
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- Hericium coralloides 0.9927 0.9901 0.9914 2334
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- Trametes hirsuta 0.8359 0.8574 0.8465 2335
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- Coprinellus disseminatus 0.9360 0.9452 0.9405 2335
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- Kuehneromyces mutabilis 0.7611 0.9263 0.8356 2335
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- Pleurotus ostreatus 0.6983 0.8921 0.7834 2335
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- Phlebia radiata 0.9673 0.9627 0.9650 2335
89
- Boletus reticulatus 0.9335 0.2223 0.3590 2335
90
- Phallus impudicus 0.9960 0.9593 0.9773 2335
91
- Macrolepiota procera 0.9743 0.9919 0.9830 2335
92
- Fomes fomentarius 0.9151 0.9370 0.9259 2334
93
- Suillus granulatus 0.4809 0.9237 0.6325 2334
94
- Gyromitra esculenta 0.9364 0.9465 0.9414 2335
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- Xanthoria parietina 0.9531 0.9657 0.9594 2334
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- Nectria cinnabarina 0.9891 0.9747 0.9819 2334
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- Sarcomyxa serotina 0.9498 0.3974 0.5604 2335
98
- Inonotus obliquus 0.9533 0.9974 0.9749 2334
99
- Panellus stipticus 0.8922 0.8364 0.8634 2335
100
- Hypogymnia physodes 0.8709 0.9392 0.9038 2335
101
- Hygrophoropsis aurantiaca 0.9216 0.9113 0.9165 2335
102
- Cladonia rangiferina 0.9361 0.9036 0.9196 2335
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- Platismatia glauca 0.9597 0.9478 0.9537 2335
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- Calycina citrina 0.9823 0.9970 0.9896 2335
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- Cladonia stellaris 0.9261 0.9550 0.9403 2335
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- Amanita citrina 0.9270 0.9790 0.9523 2335
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- Lepista nuda 0.9671 0.9837 0.9754 2334
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- Gyromitra gigas 0.9665 0.9649 0.9657 2335
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- Crucibulum laeve 0.9226 0.9593 0.9406 2335
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- Daedaleopsis tricolor 0.8959 0.8069 0.8490 2335
111
- Stereum hirsutum 0.8926 0.8540 0.8728 2335
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- Paxillus involutus 0.7432 0.9173 0.8212 2335
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- Lactarius turpis 0.9218 0.8839 0.9024 2334
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- Chlorociboria aeruginascens 1.0000 0.9944 0.9972 2335
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- Chondrostereum purpureum 0.9314 0.8959 0.9133 2335
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- Phaeophyscia orbicularis 0.8887 0.8480 0.8679 2335
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- Peltigera praetextata 0.9848 0.9687 0.9767 2335
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- accuracy 0.8963 233480
120
- macro avg 0.9036 0.8963 0.8926 233480
121
- weighted avg 0.9036 0.8963 0.8926 233480
122
  ```
 
6
  ---
7
  Returns mushroom type given an image.
8
 
9
+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/0gc0L0dqq7WXZWOh3x7aS.png)
10
 
11
+ See https://www.kaggle.com/code/dima806/mushrooms-image-detection-vit for more details.
12
 
13
  ```
14
  Classification report:
15
 
16
  precision recall f1-score support
17
 
18
+ Urnula craterium 0.9804 0.9863 0.9833 2335
19
+ Leccinum albostipitatum 0.7755 0.9054 0.8354 2335
20
+ Lactarius deliciosus 0.9284 0.8163 0.8687 2335
21
+ Clitocybe nebularis 0.9409 0.9550 0.9479 2335
22
+ Hypholoma fasciculare 0.8962 0.8176 0.8551 2335
23
+ Lactarius torminosus 0.8862 0.9306 0.9078 2334
24
+ Lycoperdon perlatum 0.9459 0.9653 0.9555 2335
25
+ Verpa bohemica 0.9927 0.9957 0.9942 2335
26
+ Schizophyllum commune 0.9346 0.9666 0.9503 2335
27
+ Leccinum aurantiacum 0.7167 0.4887 0.5811 2335
28
+ Phellinus igniarius 0.8414 0.8338 0.8376 2335
29
+ Suillus luteus 0.7222 0.3362 0.4588 2335
30
+ Coltricia perennis 0.9756 0.9422 0.9586 2335
31
+ Cetraria islandica 0.9851 0.9910 0.9880 2335
32
+ Amanita muscaria 0.9956 0.9764 0.9859 2335
33
+ Pholiota aurivella 0.9295 0.9486 0.9389 2334
34
+ Trichaptum biforme 0.8943 0.8587 0.8761 2335
35
+ Artomyces pyxidatus 0.9987 0.9936 0.9961 2335
36
+ Calocera viscosa 1.0000 0.9983 0.9991 2335
37
+ Sarcosoma globosum 0.9713 0.9700 0.9706 2335
38
+ Evernia prunastri 0.8245 0.8934 0.8576 2335
39
+ Laetiporus sulphureus 0.9613 0.9782 0.9696 2335
40
+ Lobaria pulmonaria 0.9720 0.9820 0.9770 2335
41
+ Bjerkandera adusta 0.8449 0.8073 0.8257 2335
42
+ Vulpicida pinastri 0.9771 0.9880 0.9825 2335
43
+ Imleria badia 0.7537 0.8099 0.7808 2335
44
+ Evernia mesomorpha 0.9160 0.9015 0.9087 2335
45
+ Physcia adscendens 0.8479 0.8043 0.8255 2335
46
+ Coprinellus micaceus 0.9189 0.8985 0.9086 2334
47
+ Armillaria borealis 0.9301 0.6444 0.7613 2334
48
+ Trametes ochracea 0.7924 0.6737 0.7282 2335
49
+ Cantharellus cibarius 0.9110 0.9773 0.9430 2335
50
+ Pseudevernia furfuracea 0.8943 0.8373 0.8649 2335
51
+ Tremella mesenterica 0.9966 0.9927 0.9946 2335
52
+ Gyromitra infula 0.9682 0.9516 0.9598 2335
53
+ Leccinum versipelle 0.7239 0.7850 0.7532 2335
54
+ Mutinus ravenelii 0.9974 1.0000 0.9987 2335
55
+ Pholiota squarrosa 0.8284 0.9285 0.8756 2335
56
+ Amanita rubescens 0.8616 0.9062 0.8833 2335
57
+ Amanita pantherina 0.9391 0.8723 0.9045 2334
58
+ Sarcoscypha austriaca 0.9936 0.9914 0.9925 2334
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+ Boletus edulis 0.5996 0.9336 0.7302 2334
60
+ Coprinus comatus 0.9641 0.9897 0.9768 2335
61
+ Merulius tremellosus 0.8698 0.9272 0.8976 2335
62
+ Stropharia aeruginosa 0.9871 0.9842 0.9856 2335
63
+ Cladonia fimbriata 0.9746 0.9854 0.9800 2334
64
+ Suillus grevillei 0.8932 0.4981 0.6395 2335
65
+ Apioperdon pyriforme 0.9200 0.9499 0.9347 2335
66
+ Cerioporus squamosus 0.9427 0.9657 0.9541 2335
67
+ Leccinum scabrum 0.7482 0.9152 0.8233 2335
68
+ Rhytisma acerinum 1.0000 0.9949 0.9974 2335
69
+ Hypholoma lateritium 0.8445 0.9092 0.8756 2335
70
+ Flammulina velutipes 0.8947 0.9028 0.8987 2335
71
+ Tricholomopsis rutilans 0.9374 0.8587 0.8963 2335
72
+ Coprinopsis atramentaria 0.9285 0.9345 0.9315 2335
73
+ Trametes versicolor 0.8279 0.8946 0.8600 2334
74
+ Graphis scripta 0.9783 0.9871 0.9827 2334
75
+ Ganoderma applanatum 0.9162 0.9550 0.9352 2335
76
+ Phellinus tremulae 0.9149 0.8514 0.8820 2335
77
+ Peltigera aphthosa 0.9888 0.9863 0.9876 2335
78
+ Parmelia sulcata 0.8994 0.9229 0.9110 2335
79
+ Fomitopsis betulina 0.8678 0.9675 0.9149 2335
80
+ Pleurotus pulmonarius 0.8910 0.9139 0.9023 2335
81
+ Fomitopsis pinicola 0.9453 0.9615 0.9533 2335
82
+ Daedaleopsis confragosa 0.7665 0.8518 0.8069 2335
83
+ Hericium coralloides 0.9906 0.9897 0.9901 2334
84
+ Trametes hirsuta 0.8239 0.8518 0.8376 2334
85
+ Coprinellus disseminatus 0.9406 0.9490 0.9448 2335
86
+ Kuehneromyces mutabilis 0.7731 0.9208 0.8405 2335
87
+ Pleurotus ostreatus 0.7244 0.8994 0.8024 2335
88
+ Phlebia radiata 0.9601 0.9589 0.9595 2335
89
+ Boletus reticulatus 0.9405 0.2775 0.4286 2335
90
+ Phallus impudicus 0.9956 0.9649 0.9800 2335
91
+ Macrolepiota procera 0.9818 0.9923 0.9870 2334
92
+ Fomes fomentarius 0.9058 0.9267 0.9161 2334
93
+ Suillus granulatus 0.4872 0.9276 0.6388 2335
94
+ Gyromitra esculenta 0.9380 0.9465 0.9422 2335
95
+ Xanthoria parietina 0.9657 0.9645 0.9651 2335
96
+ Nectria cinnabarina 0.9882 0.9704 0.9793 2335
97
+ Sarcomyxa serotina 0.9546 0.4411 0.6034 2335
98
+ Inonotus obliquus 0.9568 0.9970 0.9765 2334
99
+ Panellus stipticus 0.8756 0.8385 0.8566 2334
100
+ Hypogymnia physodes 0.8739 0.9327 0.9024 2334
101
+ Hygrophoropsis aurantiaca 0.9132 0.9195 0.9163 2334
102
+ Cladonia rangiferina 0.9404 0.9195 0.9298 2335
103
+ Platismatia glauca 0.9523 0.9567 0.9545 2335
104
+ Calycina citrina 0.9822 0.9949 0.9885 2335
105
+ Cladonia stellaris 0.9377 0.9610 0.9492 2334
106
+ Amanita citrina 0.9392 0.9799 0.9591 2334
107
+ Lepista nuda 0.9778 0.9820 0.9799 2335
108
+ Gyromitra gigas 0.9701 0.9576 0.9638 2335
109
+ Crucibulum laeve 0.9226 0.9602 0.9410 2335
110
+ Daedaleopsis tricolor 0.8988 0.8176 0.8562 2335
111
+ Stereum hirsutum 0.9009 0.8604 0.8802 2335
112
+ Paxillus involutus 0.7496 0.9075 0.8210 2335
113
+ Lactarius turpis 0.9355 0.8942 0.9144 2335
114
+ Chlorociboria aeruginascens 1.0000 0.9949 0.9974 2335
115
+ Chondrostereum purpureum 0.9353 0.8976 0.9161 2335
116
+ Phaeophyscia orbicularis 0.8864 0.8424 0.8639 2335
117
+ Peltigera praetextata 0.9847 0.9679 0.9762 2335
118
 
119
+ accuracy 0.8990 233480
120
+ macro avg 0.9057 0.8990 0.8960 233480
121
+ weighted avg 0.9057 0.8990 0.8960 233480
122
  ```