Upload 6 files
Browse files- Butterfly.csv +332 -0
- ButterflyModel.h5 +3 -0
- README.md +13 -0
- app.py +50 -0
- onehot_encoder.pkl +3 -0
- requirements.txt +97 -0
Butterfly.csv
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1 |
+
LABEL,Family,Flower,Interactions
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2 |
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CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,SENECIO JACOBAEA,20
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3 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,CIRSIUM ARVENSE,12
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+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,CENTAUREA NIGRA,7
|
5 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,RUBUS FRUTICOSUS,7
|
6 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,VICIA CRACCA,7
|
7 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,CIRSIUM VULGARE,6
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8 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,PULICARIA DYSENTERICA,5
|
9 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,ACHILLEA MILLEFOLIUM,4
|
10 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,HYPOCHAERIS RADICATA,3
|
11 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,KNAUTIA ARVENSIS,3
|
12 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,LEUCANTHEMUM VULGARE,3
|
13 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,LATHYRUS PRATENSIS,2
|
14 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,EPILOBIUM PARVIFLORUM,2
|
15 |
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CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,EPILOBIUM HIRSUTUM,2
|
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CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,HERACLEUM SPHONDYLIUM,2
|
17 |
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CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,LOTUS CORNICULATUS,2
|
18 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,POTENTILLA REPTANS,1
|
19 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,TRIFOLIUM PRATENSE,1
|
20 |
+
CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,MENTHA AQUATICA,1
|
21 |
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CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,PICRIS ECHIOIDES,1
|
22 |
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CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,ANTHRISCUS SYLVESTRIS,1
|
23 |
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CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,HYPERICUM PERFORATUM,1
|
24 |
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CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,CENTAURIUM ERYTHRAEA,1
|
25 |
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CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,HIERACIUM,1
|
26 |
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CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,PRUNELLA VULGARIS,1
|
27 |
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CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,DIPSACUS,1
|
28 |
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CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,CENTAUREA SCABIOSA,1
|
29 |
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CARTEROCEPHALUS PALAEMON - CHECQUERED SKIPPER,HESPERIIDAE,ARCTIUM MINUS,1
|
30 |
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,BUDDLEJA DAVIDII,514
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31 |
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,VERBENA BONARIENSIS,54
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32 |
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,ERYSIMUM LINIFOLIUM,24
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,ORIGANUM MAJORANA,8
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,EUPATORIUM CANNABINUM,6
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,ERYSIMUM,4
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,ORIGANUM VULGARE,4
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,CALLUNA VULGARIS,2
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,CIRSIUM ARVENSE,2
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,RUBUS FRUTICOSUS,2
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,CARDAMINE PRATENSIS,1
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41 |
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,TARAXACUM OFFICINALE,1
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,HYACINTHOIDES NON-SCRIPTA,1
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,ERIGERON ANNUUS,1
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,AJUGA REPTANS,1
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,HYPOCHAERIS,1
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,RANUNCULUS FICARIA,1
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48 |
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AGLAIS IO - EUROPEAN PEACOCK,NYMPHALIDAE,CIRSIUM VULGARE,1
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49 |
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VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,BUDDLEJA DAVIDII,271
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50 |
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VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,VERBENA BONARIENSIS,68
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51 |
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VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,ERYSIMUM LINIFOLIUM,54
|
52 |
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VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,EUPATORIUM CANNABINUM,21
|
53 |
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VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,MENTHA AQUATICA,14
|
54 |
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VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,CIRSIUM ARVENSE,6
|
55 |
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VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,ORIGANUM MAJORANA,4
|
56 |
+
VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,SENECIO JACOBAEA,2
|
57 |
+
VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,CIRSIUM VULGARE,2
|
58 |
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VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,PULICARIA DYSENTERICA,1
|
59 |
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VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,CLINOPODIUM VULGARE,1
|
60 |
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VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,RUBUS FRUTICOSUS,1
|
61 |
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VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,AEGOPODIUM PODAGRARIA,1
|
62 |
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VANESSA ATALANTA - RED ADMIRAL,NYMPHALIDAE,VIBURNUM OPULUS,1
|
63 |
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,BUDDLEJA DAVIDII,141
|
64 |
+
VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,VERBENA BONARIENSIS,13
|
65 |
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,DIPSACUS FULLONUM,9
|
66 |
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,ORIGANUM VULGARE,5
|
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,CARDUUS,3
|
68 |
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,BORAGO OFFICINALIS,2
|
69 |
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,CIRSIUM ARVENSE,2
|
70 |
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,CALLUNA VULGARIS,2
|
71 |
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,PHACELIA TANACETIFOLIA,2
|
72 |
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,MENTHA AQUATICA,1
|
73 |
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,ERYSIMUM,1
|
74 |
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,LEUCANTHEMUM VULGARE,1
|
75 |
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,TRIFOLIUM,1
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76 |
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,NEPETA,1
|
77 |
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VANESSA CARDUI - PAINTED LADY,NYMPHALIDAE,CENTAUREA NIGRA,1
|
78 |
+
LYCAENA PHLAEAS - COPPER TAIL,LYCAENIDAE,LEUCANTHEMUM VULGARE,8
|
79 |
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LYCAENA PHLAEAS - COPPER TAIL,LYCAENIDAE,ORIGANUM VULGARE,5
|
80 |
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LYCAENA PHLAEAS - COPPER TAIL,LYCAENIDAE,PULICARIA DYSENTERICA,5
|
81 |
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LYCAENA PHLAEAS - COPPER TAIL,LYCAENIDAE,RANUNCULUS FICARIA,2
|
82 |
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LYCAENA PHLAEAS - COPPER TAIL,LYCAENIDAE,BUDDLEJA DAVIDII,2
|
83 |
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LYCAENA PHLAEAS - COPPER TAIL,LYCAENIDAE,TARAXACUM OFFICINALE,1
|
84 |
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LYCAENA PHLAEAS - COPPER TAIL,LYCAENIDAE,ORIGANUM MAJORANA,1
|
85 |
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LYCAENA PHLAEAS - COPPER TAIL,LYCAENIDAE,CERASTIUM FONTANUM,1
|
86 |
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LYCAENA PHLAEAS - COPPER TAIL,LYCAENIDAE,PRUNUS SPINOSA,1
|
87 |
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LYCAENA PHLAEAS - COPPER TAIL,LYCAENIDAE,SENECIO JACOBAEA,1
|
88 |
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LYCAENA PHLAEAS - COPPER TAIL,LYCAENIDAE,RANUNCULUS REPENS,1
|
89 |
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LYCAENA PHLAEAS - COPPER TAIL,LYCAENIDAE,TRIFOLIUM,1
|
90 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,SENECIO JACOBAEA,20
|
91 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,CIRSIUM ARVENSE,12
|
92 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,RUBUS FRUTICOSUS,7
|
93 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,VICIA CRACCA,7
|
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,CIRSIUM VULGARE,6
|
95 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,PULICARIA DYSENTERICA,5
|
96 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,ACHILLEA MILLEFOLIUM,4
|
97 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,KNAUTIA ARVENSIS,3
|
98 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,LEUCANTHEMUM VULGARE,3
|
99 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,HYPOCHAERIS RADICATA,3
|
100 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,EPILOBIUM HIRSUTUM,2
|
101 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,HERACLEUM SPHONDYLIUM,2
|
102 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,LOTUS CORNICULATUS,2
|
103 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,LATHYRUS PRATENSIS,2
|
104 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,EPILOBIUM PARVIFLORUM,2
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105 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,CENTAURIUM ERYTHRAEA,1
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,HIERACIUM,1
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,PRUNELLA VULGARIS,1
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108 |
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|
109 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,CENTAUREA SCABIOSA,1
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110 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,ARCTIUM MINUS,1
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111 |
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,TRIFOLIUM PRATENSE,1
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THYMELICUS LINEOLA - EUROPEAN SKIPPER,HESPERIIDAE,ANTHRISCUS SYLVESTRIS,1
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|
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POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,CIRSIUM ARVENSE,4
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POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,BORAGO OFFICINALIS,4
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POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,LEUCANTHEMUM VULGARE,3
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POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,ORIGANUM VULGARE,3
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POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,TRIFOLIUM PRATENSE,3
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POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,SENECIO JACOBAEA,2
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POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,PULICARIA DYSENTERICA,2
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POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,ERYSIMUM LINIFOLIUM,2
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POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,EPILOBIUM HIRSUTUM,1
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POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,DIPSACUS FULLONUM,1
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POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,TRIFOLIUM,1
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POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,MEDICAGO SATIVA,1
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POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,SOLIDAGO VIRGAUREA,1
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137 |
+
POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,SCABIOSA COLUMBARIA,1
|
138 |
+
POLYOMMATUS ICARUS - EUROPEAN COMMON BLUE,LYCAENIDAE,INULA CONYZAE,1
|
139 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,BUDDLEJA DAVIDII,210
|
140 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,ERYSIMUM,185
|
141 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,VERBENA BONARIENSIS,163
|
142 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,ORIGANUM VULGARE,141
|
143 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,NEPETA,75
|
144 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,LAVANDULA ANGUSTIFOLIA,35
|
145 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,ERYSIMUM LINIFOLIUM,23
|
146 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,PHACELIA TANACETIFOLIA,13
|
147 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,EUPATORIUM CANNABINUM,13
|
148 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,RUBUS FRUTICOSUS,8
|
149 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,LYTHRUM SALICARIA,6
|
150 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,PULICARIA DYSENTERICA,6
|
151 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,ORIGANUM MAJORANA,6
|
152 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,KNAUTIA ARVENSIS,4
|
153 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,SENECIO JACOBAEA,4
|
154 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,CENTAUREA CYANUS,3
|
155 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,CIRSIUM VULGARE,3
|
156 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,CIRSIUM ARVENSE,3
|
157 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,BORAGO OFFICINALIS,2
|
158 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,LYCOPUS EUROPAEUS,2
|
159 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,BRASSICA NAPUS,1
|
160 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,TRIFOLIUM,1
|
161 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,HERACLEUM SPHONDYLIUM,1
|
162 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,RANUNCULUS REPENS,1
|
163 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,SINAPIS ARVENSIS,1
|
164 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,CALYSTEGIA,1
|
165 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,ERIGERON ANNUUS,1
|
166 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,CENTAUREA NIGRA,1
|
167 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,CREPIS CAPILLARIS,1
|
168 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,SENECIO ERUCIFOLIUS,1
|
169 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,HYACINTHOIDES NON-SCRIPTA,1
|
170 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,DIPSACUS FULLONUM,1
|
171 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,SCORZONEROIDES AUTUMNALIS,1
|
172 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,MENTHA AQUATICA,1
|
173 |
+
PIERIS RAPAE - CABBAGE WHITE,PIERIDAE,LOTUS CORNICULATUS,1
|
174 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,ORIGANUM VULGARE,909
|
175 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,ORIGANUM MAJORANA,384
|
176 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,PULICARIA DYSENTERICA,71
|
177 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,EUPATORIUM CANNABINUM,60
|
178 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,RUBUS FRUTICOSUS,31
|
179 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,BUDDLEJA DAVIDII,28
|
180 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,VERBENA BONARIENSIS,26
|
181 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,ERYSIMUM LINIFOLIUM,16
|
182 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,SENECIO JACOBAEA,8
|
183 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,CIRSIUM ARVENSE,6
|
184 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,CENTAUREA NIGRA,4
|
185 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,ERYSIMUM,4
|
186 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,LAVANDULA ANGUSTIFOLIA,3
|
187 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,KNAUTIA ARVENSIS,3
|
188 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,MATRICARIA CHAMOMILLA,2
|
189 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,MENTHA AQUATICA,2
|
190 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,CIRSIUM,1
|
191 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,MENTHA ARVENSIS,1
|
192 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,TRIFOLIUM,1
|
193 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,LIGUSTRUM VULGARE,1
|
194 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,LYCOPUS EUROPAEUS,1
|
195 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,HYPOCHAERIS RADICATA,1
|
196 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,RUBUS,1
|
197 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,CENTRANTHUS RUBER,1
|
198 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,LOTUS CORNICULATUS,1
|
199 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,RANUNCULUS REPENS,1
|
200 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,CIRSIUM VULGARE,1
|
201 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,CLEMATIS VITALBA,1
|
202 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,HYPERICUM PERFORATUM,1
|
203 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,TORILIS JAPONICA,1
|
204 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,HERACLEUM SPHONDYLIUM,1
|
205 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,DIPSACUS FULLONUM,1
|
206 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,TRIPLEUROSPERMUM INODORUM,1
|
207 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,SCABIOSA COLUMBARIA,1
|
208 |
+
PYRONIA TITHONUS - GATEKEEPER,NYMPHALIDAE,TRIFOLIUM REPENS,1
|
209 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,ERYSIMUM LINIFOLIUM,361
|
210 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,VERBENA BONARIENSIS,165
|
211 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,BUDDLEJA DAVIDII,125
|
212 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,ORIGANUM MAJORANA,56
|
213 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,ORIGANUM VULGARE,19
|
214 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,ERYSIMUM,16
|
215 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,CIRSIUM ARVENSE,14
|
216 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,EUPATORIUM CANNABINUM,11
|
217 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,PHACELIA TANACETIFOLIA,10
|
218 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,RUBUS FRUTICOSUS,10
|
219 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,CALLUNA VULGARIS,7
|
220 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,BORAGO OFFICINALIS,4
|
221 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,CALENDULA OFFICINALIS,3
|
222 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,VIBURNUM OPULUS,3
|
223 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,LEONTODON HISPIDUS,2
|
224 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,SENECIO JACOBAEA,2
|
225 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,PULICARIA DYSENTERICA,2
|
226 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,LYCOPUS EUROPAEUS,2
|
227 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,TARAXACUM OFFICINALE,1
|
228 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,FRAGARIA ANANASSA,1
|
229 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,ERIGERON ANNUUS,1
|
230 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,KNAUTIA ARVENSIS,1
|
231 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,HYPOCHAERIS,1
|
232 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,HERACLEUM SPHONDYLIUM,1
|
233 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,ERICA CINEREA,1
|
234 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,SCABIOSA COLUMBARIA,1
|
235 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,LEUCANTHEMUM VULGARE,1
|
236 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,HEDERA HELIX,1
|
237 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,CIRSIUM VULGARE,1
|
238 |
+
AGLAIS URTICAE - SMALL TORTOISESHELL,NYMPHALIDAE,CENTRANTHUS RUBER,1
|
239 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,BUDDLEJA DAVIDII,322
|
240 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,VERBENA BONARIENSIS,102
|
241 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,MENTHA AQUATICA,28
|
242 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,ERYSIMUM LINIFOLIUM,16
|
243 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,ERYSIMUM,10
|
244 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,CIRSIUM VULGARE,5
|
245 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,CIRSIUM ARVENSE,5
|
246 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,NEPETA,5
|
247 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,LYTHRUM SALICARIA,4
|
248 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,CREPIS CAPILLARIS,3
|
249 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,SENECIO JACOBAEA,3
|
250 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,EUPATORIUM CANNABINUM,3
|
251 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,HYPOCHAERIS RADICATA,3
|
252 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,LAVANDULA ANGUSTIFOLIA,3
|
253 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,RUBUS FRUTICOSUS,3
|
254 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,SILENE DIOICA,2
|
255 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,HIERACIUM,2
|
256 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,ORIGANUM MAJORANA,2
|
257 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,CENTAUREA NIGRA,2
|
258 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,ORIGANUM VULGARE,2
|
259 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,BRASSICA OLERACEA,1
|
260 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,TARAXACUM OFFICINALE,1
|
261 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,SCORZONEROIDES AUTUMNALIS,1
|
262 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,AEGOPODIUM PODAGRARIA,1
|
263 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,DIPSACUS,1
|
264 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,CIRSIUM PALUSTRE,1
|
265 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,KNAUTIA ARVENSIS,1
|
266 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,PULICARIA DYSENTERICA,1
|
267 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,EPILOBIUM HIRSUTUM,1
|
268 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,DIPSACUS FULLONUM,1
|
269 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,HYPERICUM PERFORATUM,1
|
270 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,MEDICAGO SATIVA,1
|
271 |
+
PIERIS BRASSICAE - LARGE WHITE,PIERIDAE,EPILOBIUM,1
|
272 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,ORIGANUM MAJORANA,259
|
273 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,ORIGANUM VULGARE,213
|
274 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,CENTAUREA NIGRA,127
|
275 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,BUDDLEJA DAVIDII,106
|
276 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,VERBENA BONARIENSIS,58
|
277 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,LEUCANTHEMUM VULGARE,58
|
278 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,EUPATORIUM CANNABINUM,41
|
279 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,ERYSIMUM,26
|
280 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,CIRSIUM ARVENSE,25
|
281 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,RUBUS FRUTICOSUS,22
|
282 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,LOTUS CORNICULATUS,20
|
283 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,ERYSIMUM LINIFOLIUM,17
|
284 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,PRUNELLA VULGARIS,10
|
285 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,SENECIO JACOBAEA,9
|
286 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,ACHILLEA MILLEFOLIUM,4
|
287 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,RANUNCULUS REPENS,4
|
288 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,PULICARIA DYSENTERICA,3
|
289 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,KNAUTIA ARVENSIS,3
|
290 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,HERACLEUM SPHONDYLIUM,2
|
291 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,HIERACIUM,2
|
292 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,ANGELICA,2
|
293 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,EPILOBIUM HIRSUTUM,2
|
294 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,LAVANDULA ANGUSTIFOLIA,2
|
295 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,CIRSIUM VULGARE,2
|
296 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,CONVOLVULUS ARVENSIS,1
|
297 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,PASTINACA SATIVA,1
|
298 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,PRUNELLA VULGARIS,1
|
299 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,VERONICA CHAMAEDRYS,1
|
300 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,MATRICARIA CHAMOMILLA,1
|
301 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,TRIFOLIUM REPENS,1
|
302 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,DAUCUS CAROTA,1
|
303 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,TARAXACUM,1
|
304 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,ANACAMPTIS PYRAMIDALIS,1
|
305 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,CENTAUREA SCABIOSA,1
|
306 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,GLECHOMA HEDERACEA,1
|
307 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,VICIA LUTEA,1
|
308 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,TARAXACUM OFFICINALE,1
|
309 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,RANUNCULUS ACRIS,1
|
310 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,CICHORIUM INTYBUS,1
|
311 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,DACTYLORHIZA FUCHSII,1
|
312 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,VIBURNUM OPULUS,1
|
313 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,SAMBUCUS NIGRA,1
|
314 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,HYPOCHAERIS RADICATA,1
|
315 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,CHAMAENERION ANGUSTIFOLIUM,1
|
316 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,DIPSACUS FULLONUM,1
|
317 |
+
MANIOLA JURTINA - MEADOW BROWN,NYMPHALIDAE,TRIFOLIUM,1
|
318 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,BUDDLEJA DAVIDII,104
|
319 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,ERYSIMUM LINIFOLIUM,92
|
320 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,ERYSIMUM,55
|
321 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,VERBENA BONARIENSIS,37
|
322 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,RUBUS FRUTICOSUS,23
|
323 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,ORIGANUM VULGARE,6
|
324 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,ORIGANUM MAJORANA,5
|
325 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,DIPSACUS FULLONUM,2
|
326 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,CIRSIUM ARVENSE,2
|
327 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,MENTHA AQUATICA,1
|
328 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,ANGELICA,1
|
329 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,CRATAEGUS MONOGYNA,1
|
330 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,CIRSIUM VULGARE,1
|
331 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,PASTINACA SATIVA,1
|
332 |
+
POLYGONIA C-ALBUM - COMMA,NYMPHALIDAE,HYACINTHOIDES,1
|
ButterflyModel.h5
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:a464f68be9bf6a86d40e6d779f55590853f1af0dc7e592215ea1e6f09ab69334
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size 109220504
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README.md
ADDED
@@ -0,0 +1,13 @@
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1 |
+
---
|
2 |
+
title: Butterfly Pollination
|
3 |
+
emoji: 🌖
|
4 |
+
colorFrom: green
|
5 |
+
colorTo: gray
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6 |
+
sdk: gradio
|
7 |
+
sdk_version: 4.29.0
|
8 |
+
app_file: app.py
|
9 |
+
pinned: false
|
10 |
+
license: mit
|
11 |
+
---
|
12 |
+
|
13 |
+
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
ADDED
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|
1 |
+
import gradio as gr
|
2 |
+
import cv2
|
3 |
+
import numpy as np
|
4 |
+
import pandas as pd
|
5 |
+
from tensorflow.keras.models import load_model
|
6 |
+
from keras.utils import to_categorical
|
7 |
+
import pickle
|
8 |
+
|
9 |
+
class ButterflyClassifier:
|
10 |
+
def __init__(self, model_path, encoder_path, data_path):
|
11 |
+
self.loaded_model = load_model(model_path)
|
12 |
+
self.encoder = self.load_encoder(encoder_path)
|
13 |
+
self.data = pd.read_csv(data_path)
|
14 |
+
|
15 |
+
def load_encoder(self, encoder_path):
|
16 |
+
with open(encoder_path, 'rb') as f:
|
17 |
+
return pickle.load(f)
|
18 |
+
|
19 |
+
def predict(self, image):
|
20 |
+
img = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
|
21 |
+
img = cv2.resize(img, (224, 224))
|
22 |
+
img = img.astype('float32') / 255.0
|
23 |
+
img = np.expand_dims(img, axis=0)
|
24 |
+
|
25 |
+
out = self.loaded_model.predict(img)
|
26 |
+
y_pred = np.argmax(out, axis=1)
|
27 |
+
|
28 |
+
predictions_one_hot = to_categorical(y_pred, num_classes=13)
|
29 |
+
original_labels = self.encoder.inverse_transform(predictions_one_hot)
|
30 |
+
return original_labels[0, 0]
|
31 |
+
|
32 |
+
def get_top_predictions(self, label):
|
33 |
+
df = self.data[self.data['LABEL'] == label.upper()]
|
34 |
+
total_interactions = df["Interactions"].sum()
|
35 |
+
df["percentage"] = (df["Interactions"] / total_interactions) * 100
|
36 |
+
df_sorted = df.sort_values(by='percentage', ascending=False)
|
37 |
+
return df_sorted.head(10)
|
38 |
+
|
39 |
+
butterfly_classifier = ButterflyClassifier("/Users/fahimafridi/downloads/flagged/Butterfly_Pollination/ButterflyModel.h5", "/Users/fahimafridi/downloads/flagged/Butterfly_Pollination/onehot_encoder.pkl", "/Users/fahimafridi/downloads/flagged/Butterfly_Pollination/Butterfly.csv")
|
40 |
+
|
41 |
+
def predict_butterfly(image):
|
42 |
+
label = butterfly_classifier.predict(image)
|
43 |
+
top_predictions = butterfly_classifier.get_top_predictions(label)
|
44 |
+
return top_predictions
|
45 |
+
|
46 |
+
# Interface using Gradio
|
47 |
+
inputs = gr.Image()
|
48 |
+
outputs = gr.Dataframe(headers=['Species', 'Interactions', 'Percentage'])
|
49 |
+
gr.Interface(fn=predict_butterfly, inputs=inputs, outputs=outputs).launch()
|
50 |
+
|
onehot_encoder.pkl
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cb2f1b9a9142c187f79b36666995260bc66324228bb00944ff84975a158f5379
|
3 |
+
size 2670
|
requirements.txt
ADDED
@@ -0,0 +1,97 @@
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|
|
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|
|
|
|
|
|
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|
1 |
+
absl-py==2.1.0
|
2 |
+
aiofiles==23.2.1
|
3 |
+
altair==5.3.0
|
4 |
+
annotated-types==0.6.0
|
5 |
+
anyio==4.3.0
|
6 |
+
astunparse==1.6.3
|
7 |
+
attrs==23.2.0
|
8 |
+
certifi==2024.2.2
|
9 |
+
charset-normalizer==3.3.2
|
10 |
+
click==8.1.7
|
11 |
+
contourpy==1.2.1
|
12 |
+
cycler==0.12.1
|
13 |
+
dnspython==2.6.1
|
14 |
+
email_validator==2.1.1
|
15 |
+
exceptiongroup==1.2.1
|
16 |
+
fastapi==0.111.0
|
17 |
+
fastapi-cli==0.0.2
|
18 |
+
ffmpy==0.3.2
|
19 |
+
filelock==3.14.0
|
20 |
+
flatbuffers==24.3.25
|
21 |
+
fonttools==4.51.0
|
22 |
+
fsspec==2024.3.1
|
23 |
+
gast==0.5.4
|
24 |
+
google-pasta==0.2.0
|
25 |
+
gradio==4.29.0
|
26 |
+
gradio_client==0.16.1
|
27 |
+
grpcio==1.63.0
|
28 |
+
h11==0.14.0
|
29 |
+
h5py==3.11.0
|
30 |
+
httpcore==1.0.5
|
31 |
+
httptools==0.6.1
|
32 |
+
httpx==0.27.0
|
33 |
+
huggingface-hub==0.23.0
|
34 |
+
idna==3.7
|
35 |
+
importlib_resources==6.4.0
|
36 |
+
Jinja2==3.1.3
|
37 |
+
jsonschema==4.22.0
|
38 |
+
jsonschema-specifications==2023.12.1
|
39 |
+
keras==3.3.3
|
40 |
+
kiwisolver==1.4.5
|
41 |
+
libclang==18.1.1
|
42 |
+
Markdown==3.6
|
43 |
+
markdown-it-py==3.0.0
|
44 |
+
MarkupSafe==2.1.5
|
45 |
+
matplotlib==3.8.4
|
46 |
+
mdurl==0.1.2
|
47 |
+
ml-dtypes==0.3.2
|
48 |
+
namex==0.0.8
|
49 |
+
numpy==1.26.4
|
50 |
+
opencv-python==4.9.0.80
|
51 |
+
opt-einsum==3.3.0
|
52 |
+
optree==0.11.0
|
53 |
+
orjson==3.10.3
|
54 |
+
packaging==24.0
|
55 |
+
pandas==2.2.2
|
56 |
+
pathlib==1.0.1
|
57 |
+
pillow==10.3.0
|
58 |
+
protobuf==4.25.3
|
59 |
+
pydantic==2.7.1
|
60 |
+
pydantic_core==2.18.2
|
61 |
+
pydub==0.25.1
|
62 |
+
Pygments==2.17.2
|
63 |
+
pyparsing==3.1.2
|
64 |
+
python-dateutil==2.9.0.post0
|
65 |
+
python-dotenv==1.0.1
|
66 |
+
python-multipart==0.0.9
|
67 |
+
pytz==2024.1
|
68 |
+
PyYAML==6.0.1
|
69 |
+
referencing==0.35.1
|
70 |
+
requests==2.31.0
|
71 |
+
rich==13.7.1
|
72 |
+
rpds-py==0.18.0
|
73 |
+
ruff==0.4.3
|
74 |
+
semantic-version==2.10.0
|
75 |
+
shellingham==1.5.4
|
76 |
+
six==1.16.0
|
77 |
+
sniffio==1.3.1
|
78 |
+
starlette==0.37.2
|
79 |
+
tensorboard==2.16.2
|
80 |
+
tensorboard-data-server==0.7.2
|
81 |
+
tensorflow==2.16.1
|
82 |
+
tensorflow-io-gcs-filesystem==0.37.0
|
83 |
+
termcolor==2.4.0
|
84 |
+
tomlkit==0.12.0
|
85 |
+
toolz==0.12.1
|
86 |
+
tqdm==4.66.4
|
87 |
+
typer==0.12.3
|
88 |
+
typing_extensions==4.11.0
|
89 |
+
tzdata==2024.1
|
90 |
+
ujson==5.9.0
|
91 |
+
urllib3==2.2.1
|
92 |
+
uvicorn==0.29.0
|
93 |
+
uvloop==0.19.0
|
94 |
+
watchfiles==0.21.0
|
95 |
+
websockets==11.0.3
|
96 |
+
Werkzeug==3.0.2
|
97 |
+
wrapt==1.16.0
|