Hugging Face's logo

dima806
/
mushrooms_image_detection

Image Classification
Transformers
PyTorch
Safetensors
vit
Inference Endpoints
Model card Files Community
dima806 commited on
Commit
addc49e
•
1 Parent(s): 333bef6

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +114 -1
README.md CHANGED
@@ -4,4 +4,117 @@ metrics:
4
  - accuracy
5
  - f1
6
  ---
7
- See https://www.kaggle.com/code/dima806/mushrooms-image-detection-vit for more details.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4
  - accuracy
5
  - f1
6
  ---
7
+ Returns mushroom type given an image.
8
+
9
+ See https://www.kaggle.com/code/dima806/mushrooms-image-detection-vit for more details.
10
+
11
+ ```
12
+ Classification report:
13
+
14
+ precision recall f1-score support
15
+
16
+ Urnula craterium 0.9861 0.9709 0.9784 584
17
+ Leccinum albostipitatum 0.7789 0.8870 0.8295 584
18
+ Lactarius deliciosus 0.9245 0.7551 0.8313 584
19
+ Clitocybe nebularis 0.9477 0.9315 0.9396 584
20
+ Hypholoma fasciculare 0.8954 0.7329 0.8060 584
21
+ Lactarius torminosus 0.8300 0.9195 0.8725 584
22
+ Lycoperdon perlatum 0.9418 0.9692 0.9553 584
23
+ Verpa bohemica 0.9948 0.9914 0.9931 584
24
+ Schizophyllum commune 0.8908 0.9794 0.9330 583
25
+ Leccinum aurantiacum 0.6299 0.5274 0.5741 584
26
+ Phellinus igniarius 0.8514 0.8339 0.8426 584
27
+ Suillus luteus 0.7542 0.3105 0.4399 583
28
+ Coltricia perennis 0.9712 0.9247 0.9474 584
29
+ Cetraria islandica 0.9863 0.9863 0.9863 584
30
+ Amanita muscaria 0.9678 0.9777 0.9727 584
31
+ Pholiota aurivella 0.9229 0.9435 0.9331 584
32
+ Trichaptum biforme 0.8301 0.8714 0.8502 583
33
+ Artomyces pyxidatus 1.0000 0.9983 0.9991 584
34
+ Calocera viscosa 1.0000 0.9983 0.9991 584
35
+ Sarcosoma globosum 0.9592 0.9658 0.9625 584
36
+ Evernia prunastri 0.8209 0.8870 0.8527 584
37
+ Laetiporus sulphureus 0.9595 0.9726 0.9660 584
38
+ Lobaria pulmonaria 0.9563 0.9743 0.9652 584
39
+ Bjerkandera adusta 0.8187 0.8130 0.8158 583
40
+ Vulpicida pinastri 0.9666 0.9914 0.9788 583
41
+ Imleria badia 0.7430 0.7226 0.7326 584
42
+ Evernia mesomorpha 0.9072 0.9057 0.9064 583
43
+ Physcia adscendens 0.7900 0.7860 0.7880 584
44
+ Coprinellus micaceus 0.8919 0.8919 0.8919 583
45
+ Armillaria borealis 0.9414 0.4675 0.6247 584
46
+ Trametes ochracea 0.7947 0.5634 0.6593 584
47
+ Cantharellus cibarius 0.8896 0.9658 0.9261 584
48
+ Pseudevernia furfuracea 0.8879 0.8271 0.8564 584
49
+ Tremella mesenterica 0.9845 0.9795 0.9820 584
50
+ Gyromitra infula 0.9620 0.9538 0.9579 584
51
+ Leccinum versipelle 0.7403 0.6884 0.7134 584
52
+ Mutinus ravenelii 0.9983 1.0000 0.9991 584
53
+ Pholiota squarrosa 0.7775 0.9332 0.8482 584
54
+ Amanita rubescens 0.8494 0.9091 0.8782 583
55
+ Amanita pantherina 0.9407 0.8699 0.9039 584
56
+ Sarcoscypha austriaca 0.9965 0.9897 0.9931 583
57
+ Boletus edulis 0.5277 0.9485 0.6781 583
58
+ Coprinus comatus 0.9338 0.9897 0.9609 584
59
+ Merulius tremellosus 0.8290 0.9400 0.8810 583
60
+ Stropharia aeruginosa 0.9731 0.9914 0.9822 583
61
+ Cladonia fimbriata 0.9579 0.9743 0.9660 584
62
+ Suillus grevillei 0.9207 0.2586 0.4037 584
63
+ Apioperdon pyriforme 0.9048 0.9435 0.9237 584
64
+ Cerioporus squamosus 0.9387 0.9709 0.9545 584
65
+ Leccinum scabrum 0.6923 0.9247 0.7918 584
66
+ Rhytisma acerinum 0.9932 0.9966 0.9949 584
67
+ Hypholoma lateritium 0.7899 0.9075 0.8446 584
68
+ Flammulina velutipes 0.8756 0.8921 0.8838 584
69
+ Tricholomopsis rutilans 0.9185 0.7736 0.8399 583
70
+ Coprinopsis atramentaria 0.9217 0.9075 0.9146 584
71
+ Trametes versicolor 0.8134 0.9194 0.8631 583
72
+ Graphis scripta 0.9779 0.9829 0.9804 584
73
+ Ganoderma applanatum 0.9294 0.9469 0.9381 584
74
+ Phellinus tremulae 0.9223 0.8353 0.8767 583
75
+ Peltigera aphthosa 0.9746 0.9846 0.9796 584
76
+ Parmelia sulcata 0.8856 0.9297 0.9071 583
77
+ Fomitopsis betulina 0.8107 0.9606 0.8793 584
78
+ Pleurotus pulmonarius 0.8918 0.8902 0.8910 583
79
+ Fomitopsis pinicola 0.9225 0.9777 0.9493 584
80
+ Daedaleopsis confragosa 0.7115 0.8784 0.7862 584
81
+ Hericium coralloides 0.9965 0.9897 0.9931 583
82
+ Trametes hirsuta 0.8563 0.7667 0.8090 583
83
+ Coprinellus disseminatus 0.9406 0.9503 0.9454 583
84
+ Kuehneromyces mutabilis 0.7233 0.9178 0.8091 584
85
+ Pleurotus ostreatus 0.6641 0.8870 0.7595 584
86
+ Phlebia radiata 0.9527 0.9315 0.9420 584
87
+ Boletus reticulatus 1.0000 0.0223 0.0436 584
88
+ Phallus impudicus 0.9964 0.9555 0.9755 584
89
+ Macrolepiota procera 0.9714 0.9897 0.9805 584
90
+ Fomes fomentarius 0.9025 0.9365 0.9192 583
91
+ Suillus granulatus 0.4131 0.9315 0.5723 584
92
+ Gyromitra esculenta 0.9321 0.9401 0.9361 584
93
+ Xanthoria parietina 0.9603 0.9554 0.9579 583
94
+ Nectria cinnabarina 0.9792 0.9675 0.9733 584
95
+ Sarcomyxa serotina 0.9649 0.2825 0.4371 584
96
+ Inonotus obliquus 0.9522 0.9914 0.9714 583
97
+ Panellus stipticus 0.8772 0.7825 0.8271 584
98
+ Hypogymnia physodes 0.8489 0.9348 0.8898 583
99
+ Hygrophoropsis aurantiaca 0.9174 0.8938 0.9055 584
100
+ Cladonia rangiferina 0.9502 0.8818 0.9147 584
101
+ Platismatia glauca 0.9413 0.9332 0.9372 584
102
+ Calycina citrina 0.9525 0.9966 0.9741 584
103
+ Cladonia stellaris 0.9173 0.9692 0.9425 584
104
+ Amanita citrina 0.9215 0.9863 0.9528 583
105
+ Lepista nuda 0.9628 0.9760 0.9694 584
106
+ Gyromitra gigas 0.9672 0.9589 0.9630 584
107
+ Crucibulum laeve 0.9114 0.9708 0.9402 583
108
+ Daedaleopsis tricolor 0.9275 0.7449 0.8262 584
109
+ Stereum hirsutum 0.8534 0.8491 0.8512 583
110
+ Paxillus involutus 0.7054 0.9160 0.7970 583
111
+ Lactarius turpis 0.9161 0.8596 0.8869 584
112
+ Chlorociboria aeruginascens 1.0000 0.9846 0.9922 583
113
+ Chondrostereum purpureum 0.9451 0.8836 0.9133 584
114
+ Phaeophyscia orbicularis 0.9157 0.7822 0.8437 583
115
+ Peltigera praetextata 0.9790 0.9589 0.9689 584
116
+
117
+ accuracy 0.8797 58370
118
+ macro avg 0.8931 0.8797 0.8728 58370
119
+ weighted avg 0.8931 0.8797 0.8728 58370
120
+ ```