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janjibDEV commited on Jan 4, 2025

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1 Parent(s): ea8f09c

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Files changed (7) hide show

.gitignore +1 -0
.gradio/certificate.pem +31 -0
app.py +52 -0
class_idx_to_species_id.json +1083 -0
marigold_pic.jpg +0 -0
plantnet300K_species_id_2_name.json +1 -0
requirements.txt +80 -0

.gitignore ADDED Viewed

	@@ -0,0 +1 @@


1	+ plantify_env/

.gradio/certificate.pem ADDED Viewed

	@@ -0,0 +1,31 @@

+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----

app.py ADDED Viewed

	@@ -0,0 +1,52 @@

+# import tensorflow as tf
+import gradio as gr
+from PIL import Image
+import json
+# Use a pipeline as a high-level helper
+from transformers import pipeline
+pipe = pipeline("image-classification", model="janjibDEV/vit-plantnet300k")
+# Specify the path to your JSON file
+id_2_species = 'class_idx_to_species_id.json'
+species_2_name = 'plantnet300K_species_id_2_name.json'
+# Open and load the JSON file
+with open(id_2_species, 'r') as file:
+    id_2_species_dict = json.load(file)
+# Open and load the JSON file
+with open(species_2_name, 'r') as file:
+    species_2_name_dict = json.load(file)
+def get_species_name(label):
+  return species_2_name_dict[id_2_species_dict[str(label)]]
+def combine_pred(dics):
+  combined_dict = {}
+  for dic in dics:
+      combined_dict[get_species_name(dic['label'])] = dic['score']
+  return combined_dict
+def classify_image(inp):
+    res = combine_pred(pipe(Image.open(inp))[:3])
+    return res
+title = "Plantify: Identify a plant!"
+description = """
+Plantify is powered by a finetuned ViT model trained on the PlantNet300K dataset. Made by JanjibDEV
+"""
+gr.Interface(
+    title=title,
+    description=description,
+    fn=classify_image,
+    inputs=gr.Image(type="filepath"),
+    outputs=gr.Label(num_top_classes=3),
+    examples=[["marigold_pic.jpg"]],
+).launch(debug=True, share=True)

class_idx_to_species_id.json ADDED Viewed

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marigold_pic.jpg ADDED Viewed

plantnet300K_species_id_2_name.json ADDED Viewed

	@@ -0,0 +1 @@

+ {"1355868": "Lactuca virosa L.", "1355920": "Pelargonium capitatum (L.) L'Hér.", "1355932": "Pelargonium graveolens L'Hér.", "1355936": "Cirsium arvense (L.) Scop.", "1355937": "Cirsium vulgare (Savi) Ten.", "1355955": "Pelargonium odoratissimum (L.) L'Hér.", "1355959": "Pelargonium peltatum (L.) L'Hér.", "1355961": "Pelargonium quercifolium (L. f.) L'Hér.", "1355978": "Pelargonium zonale (L.) L'Hér.", "1355990": "Mercurialis annua L.", "1356003": "Phyllanthus tenellus Roxb.", "1356022": "Hypericum perforatum L.", "1356037": "Egeria densa Planch.", "1356055": "Ibicella lutea (Lindl.) Van Eselt.", "1356075": "Tradescantia fluminensis Vell.", "1356076": "Tradescantia zebrina Heynh. ex Bosse", "1356111": "Lamium amplexicaule L.", "1356126": "Lavandula dentata L.", "1356138": "Striga asiatica (L.) Kuntze", "1356257": "Melilotus albus Medik.", "1356278": "Trifolium fragiferum L.", "1356279": "Asystasia gangetica (L.) T. Anderson", "1356309": "Nymphaea nouchali Burm. f.", "1356379": "Dryopteris aemula (Aiton) Kuntze", "1356380": "Dryopteris affinis (Lowe) Fraser-Jenk.", "1356382": "Dryopteris filix-mas (L.) Schott", "1356420": "Nephrolepis cordifolia (L.) C. Presl", "1356421": "Nephrolepis exaltata (L.) Schott", "1356428": "Osmunda regalis L.", "1356469": "Achyranthes aspera L.", "1356692": "Lithodora fruticosa (L.) Griseb.", "1356781": "Humulus lupulus L.", "1356816": "Vaccaria hispanica (Mill.) Rauschert", "1356847": "Spergularia rubra (L.) J. Presl & C. Presl", "1356901": "Moehringia trinervia (L.) Clairv.", "1357330": "Calendula officinalis L.", "1357331": "Calendula stellata Cav.", "1357367": "Carthamus caeruleus L.", "1357379": "Carthamus lanatus L.", "1357506": "Cirsium monspessulanum (L.) Hill", "1357635": "Helminthotheca echioides (L.) Holub", "1357652": "Hyoseris radiata L.", "1357677": "Lactuca muralis (L.) Gaertn.", "1357681": "Lactuca saligna L.", "1357682": "Lactuca tenerrima Pourr.", "1357705": "Limbarda crithmoides (L.) Dumort.", "1358094": "Sedum acre L.", "1358095": "Sedum album L.", "1358096": "Sedum amplexicaule DC.", "1358097": "Sedum andegavense (DC.) Desv.", "1358099": "Sedum brevifolium DC.", "1358101": "Sedum caeruleum L.", "1358102": "Sedum caespitosum (Cav.) DC.", "1358103": "Sedum cepaea L.", "1358105": "Sedum dasyphyllum L.", "1358108": "Sedum forsterianum Sm.", "1358112": "Sedum hirsutum All.", "1358119": "Sedum litoreum Guss.", "1358127": "Sedum multiceps Coss. & Durieu", "1358132": "Sedum rubens L.", "1358133": "Sedum sediforme (Jacq.) Pau", "1358150": "Alliaria petiolata (M. Bieb.) Cavara & Grande", "1358193": "Boscia angustifolia A. Rich.", "1358302": "Fibigia clypeata (L.) Medik.", "1358365": "Maerua angolensis DC.", "1358519": "Acalypha virginica L.", "1358605": "Mercurialis perennis L.", "1358608": "Phyllanthus reticulatus Poir.", "1358689": "Hypericum androsaemum L.", "1358690": "Hypericum australe Ten.", "1358691": "Hypericum canariense L.", "1358695": "Hypericum empetrifolium Willd.", "1358699": "Hypericum hircinum L.", "1358700": "Hypericum hirsutum L.", "1358701": "Hypericum humifusum L.", "1358703": "Hypericum linariifolium Vahl", "1358704": "Hypericum montanum L.", "1358706": "Hypericum perfoliatum L.", "1358710": "Hypericum tetrapterum Fr.", "1358711": "Hypericum tomentosum L.", "1358748": "Lamium bifidum Cirillo", "1358749": "Lamium flexuosum Ten.", "1358750": "Lamium garganicum L.", "1358751": "Lamium hybridum Vill.", "1358752": "Lamium purpureum L.", "1358755": "Lavandula canariensis Mill.", "1358759": "Lavandula minutolii Bolle", "1358760": "Lavandula multifida L.", "1358766": "Lavandula stoechas L.", "1359060": "Acacia mellifera (Vahl) Benth.", "1359064": "Acacia seyal Delile", "1359065": "Acacia tortilis (Forssk.) Hayne", "1359197": "Galega officinalis L.", "1359331": "Lupinus cosentinii Guss.", "1359332": "Lupinus micranthus Guss.", "1359359": "Melilotus italicus (L.) Lam.", "1359364": "Melilotus sulcatus Desf.", "1359483": "Trifolium angustifolium L.", "1359485": "Trifolium arvense L.", "1359486": "Trifolium aureum Pollich", "1359488": "Trifolium campestre Schreb.", "1359489": "Trifolium cherleri L.", "1359495": "Trifolium hirtum All.", "1359497": "Trifolium hybridum L.", "1359498": "Trifolium incarnatum L.", "1359502": "Trifolium lappaceum L.", "1359505": "Trifolium michelianum Savi", "1359506": "Trifolium micranthum Viv.", "1359508": "Trifolium montanum L.", "1359510": "Trifolium ochroleucon Huds.", "1359513": "Trifolium pannonicum Jacq.", "1359514": "Trifolium patens Schreb.", "1359517": "Trifolium pratense L.", "1359518": "Trifolium purpureum Loisel.", "1359519": "Trifolium resupinatum L.", "1359521": "Trifolium scabrum L.", "1359523": "Trifolium spumosum L.", "1359524": "Trifolium squamosum L.", "1359525": "Trifolium stellatum L.", "1359526": "Trifolium striatum L.", "1359528": "Trifolium subterraneum L.", "1359530": "Trifolium tomentosum L.", "1359616": "Punica granatum L.", "1359620": "Alcea rosea L.", "1359622": "Althaea cannabina L.", "1359625": "Althaea officinalis L.", "1359669": "Nymphaea alba L.", "1359806": "Hunnemannia fumariifolia Sweet", "1359815": "Papaver atlanticum (Ball) Coss.", "1359821": "Papaver rupifragum Boiss. & Reut.", "1360004": "Goniolimon tataricum (L.) Boiss.", "1360147": "Adonis aestivalis L.", "1360148": "Adonis annua L.", "1360150": "Adonis flammea Jacq.", "1360152": "Adonis microcarpa DC.", "1360153": "Anemone coronaria L.", "1360154": "Anemone palmata L.", "1360427": "Oldenlandia corymbosa L.", "1360550": "Hyoscyamus albus L.", "1360555": "Hyoscyamus niger L.", "1360588": "Daphne gnidium L.", "1360590": "Daphne laureola L.", "1360591": "Daphne oleoides Schreb.", "1360618": "Berula erecta (Huds.) Coville", "1360671": "Chaerophyllum temulum L.", "1360687": "Daucus muricatus (L.) L.", "1360759": "Meum athamanticum Jacq.", "1360808": "Thapsia garganica L.", "1360811": "Thapsia villosa L.", "1360835": "Centranthus calcitrapae (L.) Dufr.", "1360838": "Fedia cornucopiae (L.) Gaertn.", "1360976": "Pancratium canariense Ker Gawl.", "1360978": "Pancratium maritimum L.", "1360998": "Anthericum liliago L.", "1361024": "Butomus umbellatus L.", "1361233": "Danthonia decumbens (L.) DC.", "1361316": "Leersia oryzoides (L.) Sw.", "1361357": "Phalaris coerulescens Desf.", "1361507": "Oncostema elongata (Parl.) Speta", "1361508": "Oncostema peruviana (L.) Speta", "1361524": "Elodea canadensis Michx.", "1361655": "Neotinea maculata (Desf.) Stearn", "1361656": "Ophrys apifera Huds.", "1361658": "Ophrys bombyliflora Link", "1361660": "Ophrys fusca Link", "1361663": "Ophrys lutea Cav.", "1361666": "Ophrys scolopax Cav.", "1361668": "Ophrys speculum Link", "1361672": "Ophrys tenthredinifera Willd.", "1361704": "Groenlandia densa (L.) Fourr.", "1361745": "Myosoton aquaticum (L.) Moench", "1361759": "Cirsium palustre (L.) Scop.", "1361823": "Lamium galeobdolon (L.) L.", "1361824": "Lavandula angustifolia Mill.", "1361847": "Casuarina cunninghamiana Miq.", "1361850": "Trifolium rubens L.", "1361891": "Falcaria vulgaris Bernh.", "1362024": "Hypericum triquetrifolium Turra", "1362064": "Wigandia caracasana Kunth", "1362080": "Nymphaea lotus L.", "1362192": "Sedum villosum L.", "1362294": "Epipactis helleborine (L.) Crantz", "1362385": "Thesium humifusum DC.", "1362398": "Acacia etbaica Schweinf.", "1362434": "Centranthus angustifolius (Mill.) DC.", "1362435": "Centranthus lecoqii Jord.", "1362489": "Sedum anglicum Huds.", "1362490": "Sedum rupestre L.", "1362516": "Ophrys insectifera L.", "1362582": "Freesia refracta (Jacq.) Klatt", "1362834": "Diatelia tuberaria (L.) Demoly", "1362927": "Tradescantia pallida (Rose) D.R. Hunt", "1362928": "Cenchrus longispinus (Hack.) Fernald", "1362954": "Schefflera actinophylla (Endl.) Harms", "1363016": "Cenchrus clandestinus (Hochst. ex Chiov.) Morrone", "1363019": "Cenchrus purpureus (Schumach.) Morrone", "1363021": "Cenchrus setaceus (Forssk.) Morrone", "1363110": "Anemone hortensis L.", "1363117": "Tradescantia cerinthoides Kunth", "1363126": "Papaver argemone L.", "1363127": "Papaver hybridum L.", "1363128": "Papaver rhoeas L.", "1363129": "Papaver dubium L.", "1363130": "Papaver somniferum L.", "1363227": "Daucus carota L.", "1363336": "Smilax aspera L.", "1363343": "Aizoon canariense L.", "1363359": "Zannichellia palustris L.", "1363451": "Secale cereale L.", "1363463": "Cenchrus ciliaris L.", "1363464": "Cenchrus echinatus L.", "1363489": "Phalaris aquatica L.", "1363490": "Phalaris arundinacea L.", "1363491": "Phalaris canariensis L.", "1363492": "Phalaris minor Retz.", "1363493": "Phalaris paradoxa L.", "1363613": "Sedum hispanicum L.", "1363688": "Crotalaria juncea L.", "1363699": "Lupinus angustifolius L.", "1363700": "Lupinus luteus L.", "1363701": "Lupinus pilosus L.", "1363703": "Lupinus albus L.", "1363735": "Trifolium alexandrinum L.", "1363737": "Trifolium dubium Sibth.", "1363738": "Trifolium glomeratum L.", "1363739": "Trifolium nigrescens Viv.", "1363740": "Trifolium repens L.", "1363743": "Dalbergia melanoxylon Guill. & Perr.", "1363749": "Melilotus indicus (L.) All.", "1363750": "Melilotus officinalis (L.) Pall.", "1363764": "Acacia dealbata Link", "1363769": "Acacia longifolia (Andrews) Willd.", "1363770": "Acacia mearnsii De Wild.", "1363772": "Acacia pycnantha Benth.", "1363778": "Acacia retinodes Schltdl.", "1363871": "Barbarea verna (Mill.) Asch.", "1363872": "Barbarea intermedia Boreau", "1363970": "Myosurus minimus L.", "1363991": "Fragaria vesca L.", "1364000": "Duchesnea indica (Jacks.) Focke", "1364099": "Centranthus ruber (L.) DC.", "1364112": "Guizotia abyssinica (L. f.) Cass.", "1364158": "Tagetes minuta L.", "1364159": "Tagetes patula L.", "1364161": "Calendula arvensis (Vaill.) L.", "1364164": "Lapsana communis L.", "1364165": "Carthamus tinctorius L.", "1364172": "Lactuca sativa L.", "1364173": "Lactuca serriola L.", "1364440": "Arthraxon hispidus (Thunb.) Makino", "1364512": "Microchloa kunthii Desv.", "1365712": "Harpachne schimperi Hochst. ex A. Rich.", "1365961": "Cedrela odorata L.", "1366875": "Aeschynomene americana L.", "1366898": "Prosopis alba Griseb.", "1366899": "Prosopis juliflora (Sw.) DC.", "1366997": "Crotalaria spectabilis Roth", "1367060": "Crotalaria chrysochlora Baker f. ex Harms", "1367087": "Crotalaria deflersii Schweinf.", "1367267": "Crotalaria polysperma Kotschy", "1367343": "Crotalaria uguenensis Taub.", "1367369": "Crotalaria verrucosa L.", "1367431": "Lupinus perennis L.", "1367432": "Lupinus polyphyllus Lindl.", "1367781": "Dalbergia latifolia Roxb.", "1367784": "Cordyla africana Lour.", "1367921": "Acacia xanthophloea Benth.", "1367938": "Acacia drepanolobium Harms ex Y. Sjöstedt", "1367949": "Acacia hockii De Wild.", "1367998": "Acacia angustissima (Mill.) Kuntze", "1369472": "Gomphocarpus integer (N.E. Br.) Bullock", "1369887": "Trachelospermum jasminoides (Lindl.) Lem.", "1369960": "Tradescantia spathacea Sw.", "1370279": "Gymnosporia putterlickioides Loes.", "1370991": "Conostomium kenyense Bremek.", "1370993": "Conostomium quadrangulare (Rendle) Cufod.", "1371680": "Mussaenda frondosa L.", "1371691": "Mussaenda erythrophylla Schumach. & Thonn.", "1372016": "Morinda citrifolia L.", "1372602": "Pilocarpus racemosus Vahl", "1373151": "Pelargonium alchemilloides (L.) L'Hér.", "1373231": "Pelargonium quinquelobatum Hochst. ex A. Rich.", "1373259": "Pelargonium glechomoides A. Rich.", "1373530": "Gynura aurantiaca (Blume) DC.", "1373535": "Gynura procumbens (Lour.) Merr.", "1374048": "Tagetes erecta L.", "1374448": "Aspilia mossambicensis (Oliv.) Wild", "1374450": "Aspilia pluriseta Schweinf.", "1374466": "Schkuhria pinnata (Lam.) Thell.", "1374933": "Montanoa hibiscifolia Benth.", "1375776": "Acalypha crenata Hochst. ex A. Rich.", "1375797": "Acalypha hispida Burm. f.", "1375895": "Phyllanthus fischeri Pax", "1375954": "Phyllanthus suffrutescens Pax", "1375965": "Phyllanthus acidus (L.) Skeels", "1375966": "Phyllanthus amarus Schumach. & Thonn.", "1376366": "Triadica sebifera (L.) Small", "1376703": "Petiveria alliacea L.", "1376726": "Peperomia pellucida (L.) Kunth", "1379303": "Guaiacum officinale L.", "1379513": "Hypericum annulatum Moris", "1379556": "Mussaenda philippica A. Rich.", "1379585": "Wigandia urens (Ruiz & Pav.) Kunth", "1380874": "Boscia mossambicensis Klotzsch", "1380904": "Boscia coriacea Pax", "1381173": "Mecardonia procumbens (Mill.) Small", "1381468": "Browallia americana L.", "1382099": "Acacia mangium Willd.", "1383149": "Casuarina equisetifolia L.", "1383772": "Aristea abyssinica Pax", "1383774": "Aristea ecklonii Baker", "1384199": "Erianthemum dregei (Eckl. & Zeyh.) Tiegh.", "1384482": "Cucurbita ficifolia Bouché", "1384485": "Cucurbita pepo L.", "1384497": "Luffa acutangula (L.) Roxb.", "1384499": "Lagenaria siceraria (Molina) Standl.", "1384500": "Lagenaria sphaerica (Sond.) Naudin", "1384760": "Asystasia riparia Lindau", "1385700": "Barringtonia asiatica (L.) Kurz", "1385701": "Couroupita guianensis Aubl.", "1385749": "Asystasia charmian S. Moore", "1385853": "Raphia farinifera (Gaertn.) Hyl.", "1385937": "Zamioculcas zamiifolia (Lodd.) Engl.", "1387107": "Kniphofia linearifolia Baker", "1387284": "Smilax anceps Willd.", "1387687": "Vanilla planifolia Andrews", "1387727": "Ansellia africana Lindl.", "1388905": "Hypericum balearicum L.", "1388911": "Ophrys druentica P.Delforge & Viglione", "1389016": "Macrosyringion longiflorum (Vohl) Rothm.", "1389031": "Pyracantha koidzumii (Hayata) Rehder", "1389044": "Lactuca plumieri (L.) Gren. & Godr.", "1389078": "Aizoanthemum hispanicum (L.) H.E.K.Hartmann", "1389230": "Phedimus aizoon (L.) 't Hart", "1389231": "Phedimus spurius (M.Bieb) 't Hart", "1389294": "Nephrolepis cordifolia (L.) C.Presl", "1389297": "Cereus jamacaru DC.", "1389307": "Sedum pachyphyllum Rose", "1389308": "Sedum dendroideum Moc. & Sessé ex DC.", "1389426": "Liriodendron chinensis (Hemsl.) Sarg.", "1389442": "Atocion rupestre (L.) B.Oxelman", "1389492": "Tagetes tenuifolia Cav.", "1389510": "Aegopodium podagraria L.", "1389553": "Acacia melanoxylon R.Br.", "1389567": "Acacia saligna (Labill.) H.L.Wendl.", "1389628": "Patzkea paniculata (L.) G.H.Loos", "1389630": "Perovskia abrotanoides Kar.", "1389633": "Ophrys occidentalis (Scappaticci) Scappaticci & M.Demange", "1389921": "Erechtites hieraciifolius (L.) Raf. ex DC.", "1389966": "Cenchrus longisetus M.C.Johnst.", "1390617": "Nothofagus obliqua (Mirb.) Oerst.", "1390637": "Calendula arvensis L.", "1390956": "Carthamus carduncellus L.", "1390957": "Carthamus mitissimus L.", "1391110": "Chaerophyllum aureum L.", "1391112": "Chaerophyllum hirsutum L.", "1391113": "Chaerophyllum villarsii W.D.J.Koch", "1391167": "Cirsium alsophilum (Pollini) Greuter", "1391184": "Cirsium canum (L.) All.", "1391190": "Cirsium dissectum (L.) Hill", "1391192": "Cirsium eriophorum (L.) Scop.", "1391193": "Cirsium erisithales (Jacq.) Scop.", "1391197": "Cirsium ferox (L.) DC.", "1391198": "Cirsium filipendulum Lange", "1391206": "Cirsium glabrum DC.", "1391209": "Cirsium heterophyllum (L.) Hill", "1391221": "Cirsium morisianum Rchb.f.", "1391226": "Cirsium oleraceum (L.) Scop.", "1391235": "Cirsium rivulare (Jacq.) All.", "1391250": "Cirsium tuberosum (L.) All.", "1391326": "Collomia grandiflora Douglas ex Lindl.", "1391483": "Cucurbita maxima Duchesne", "1391498": "Cymbalaria aequitriloba (Viv.) A.Chev.", "1391499": "Cymbalaria hepaticifolia (Poir.) Wettst.", "1391529": "Cytinus hypocistis (L.) L.", "1391530": "Cytinus ruber Fritsch", "1391648": "Daphne alpina L.", "1391649": "Daphne cneorum L.", "1391652": "Daphne mezereum L.", "1391654": "Daphne striata Tratt.", "1391762": "Dorotheanthus bellidiformis (Burm.f.) N.E.Br.", "1391797": "Dryas octopetala L.", "1391805": "Dryopteris carthusiana (Vill.) H.P.Fuchs", "1391807": "Dryopteris cristata (L.) A.Gray", "1391809": "Dryopteris dilatata (Hoffm.) A.Gray", "1391810": "Dryopteris expansa (C.Presl) Fraser-Jenk. & Jermy", "1391821": "Dryopteris villarii (Bellardi) Woyn. ex Schinz & Thell.", "1391868": "Empetrum nigrum L.", "1391953": "Epipactis atrorubens (Hoffm.) Besser", "1391960": "Epipactis leptochila (Godfery) Godfery", "1391961": "Epipactis microphylla (Ehrh.) Sw.", "1391962": "Epipactis muelleri Godfery", "1391963": "Epipactis palustris (L.) Crantz", "1391964": "Epipactis phyllanthes G.E.Sm.", "1391967": "Epipactis purpurata Sm.", "1392093": "Erucastrum gallicum (Willd.) O.E.Schulz", "1392094": "Erucastrum incanum (L.) W.D.J.Koch", "1392096": "Erucastrum nasturtiifolium (Poir.) O.E.Schulz", "1392254": "Fedia graciliflora Fisch. & C.A.Mey.", "1392361": "Fragaria moschata Weston", "1392365": "Freesia x hybrida L.H.Bailey", "1392418": "Galega orientalis Lam.", "1392475": "Alliaria petiolata (M.Bieb.) Cavara & Grande", "1392601": "Geropogon hybridus (L.) Sch.Bip.", "1392653": "Gomphocarpus fruticosus (L.) R.Br.", "1392654": "Gomphocarpus physocarpus E.Mey.", "1392658": "Guizotia abyssinica (L.f.) Cass.", "1392689": "Hebe andersonii (Lindl. & Paxton) Cockayne", "1392690": "Hebe brachysiphon Summerh.", "1392691": "Hebe ochracea Ashwin", "1392695": "Hebe salicifolia (G.Forst.) Pennell", "1392730": "Helicodiceros muscivorus (L.f.) Engl.", "1392777": "Hippophae rhamnoides L.", "1393241": "Hypericum calycinum L.", "1393242": "Hypericum coris L.", "1393245": "Hypericum elodes L.", "1393248": "Hypericum x inodorum Mill.", "1393250": "Hypericum maculatum Crantz", "1393253": "Hypericum nummularium L.", "1393254": "Hypericum pulchrum L.", "1393257": "Hypericum richeri Vill.", "1393294": "Dierama pulcherrimum (Hook.f.) Baker", "1393322": "Iva xanthiifolia Nutt.", "1393393": "Kniphofia uvaria (L.) Hook.", "1393414": "Lactuca alpina (L.) Benth. & Hook.f.", "1393416": "Lactuca macrophylla (Willd.) A.Gray", "1393418": "Lactuca viminea (L.) J.Presl & C.Presl", "1393423": "Lamium album L.", "1393425": "Lamium maculatum (L.) L.", "1393449": "Lathraea clandestina L.", "1393450": "Lathraea squamaria L.", "1393465": "Lavandula x intermedia Emeric ex Loisel.", "1393466": "Lavandula latifolia Medik.", "1393537": "Limnanthes douglasii R.Br.", "1393614": "Liriodendron tulipifera L.", "1393654": "Lupinus arboreus Sims", "1393656": "Lupinus x regalis Bergmans", "1393725": "Maianthemum bifolium (L.) F.W.Schmidt", "1393789": "Melilotus altissimus Thuill.", "1393792": "Melilotus officinalis (L.) Lam.", "1393796": "Melilotus spicatus (Sm.) Breistr.", "1393818": "Mercurialis ambigua L.f.", "1393823": "Mercurialis tomentosa L.", "1393846": "Moehringia ciliata (Scop.) Dalla Torre", "1393850": "Moehringia muscosa L.", "1393851": "Moehringia pentandra J.Gay", "1393933": "Narthecium ossifragum (L.) Huds.", "1393945": "Neotinea lactea (Poir.) R.M.Bateman, Pridgeon & M.W.Chase", "1393946": "Neotinea ustulata (L.) R.M.Bateman, Pridgeon & M.W.Chase", "1393965": "Noccaea caerulescens (J.Presl & C.Presl) F.K.Mey.", "1393967": "Noccaea montana (L.) F.K.Mey.", "1393968": "Noccaea rotundifolia (L.) Moench", "1393980": "Nymphaea candida C.Presl", "1393981": "Nymphoides peltata (S.G.Gmel.) Kuntze", "1394072": "Ophrys arachnitiformis Gren. & M.Philippe", "1394073": "Ophrys aranifera Huds.", "1394077": "Ophrys aveyronensis (J.J.Wood) P.Delforge", "1394078": "Ophrys aymoninii (Breistr.) Buttler", "1394082": "Ophrys bertolonii Moretti", "1394088": "Ophrys catalaunica O.Danesch & E.Danesch", "1394114": "Ophrys exaltata Ten.", "1394120": "Ophrys fuciflora (F.W.Schmidt) Moench", "1394128": "Ophrys incubacea Bianca", "1394143": "Ophrys lupercalis Devillers & Devillers-Tersch.", "1394153": "Ophrys morisii (Martelli) Soó", "1394164": "Ophrys passionis Sennen", "1394169": "Ophrys provincialis (Baumann & Künkele) Paulus", "1394183": "Ophrys saratoi E.G.Camus", "1394189": "Ophrys sulcata Devillers & Devillers-Tersch.", "1394313": "Oreopteris limbosperma (Bellardi ex All.) Holub", "1394378": "Anemone x hybrida Paxton", "1394382": "Anemone alpina L.", "1394383": "Pancratium illyricum L.", "1394394": "Anemone apennina L.", "1394396": "Anemone baldensis L.", "1394399": "Papaver alpinum L.", "1394401": "Papaver croceum Ledeb.", "1394404": "Papaver orientale L.", "1394405": "Papaver pseudoorientale (Fedde) Medw.", "1394406": "Papaver rhaeticum Leresche", "1394418": "Anemone halleri All.", "1394420": "Anemone hepatica L.", "1394453": "Pelargonium x hybridum (L.) Aiton", "1394454": "Pelargonium inquinans (L.) Aiton", "1394455": "Pelargonium peltatum (L.) Aiton", "1394457": "Anemone montana Hoppe", "1394460": "Anemone nemorosa L.", "1394489": "Anemone pulsatilla L.", "1394498": "Anemone rubra Lam.", "1394502": "Phedimus stellatus (L.) Raf.", "1394504": "Anemone sylvestris L.", "1394508": "Anemone trifolia L.", "1394513": "Anemone vernalis L.", "1394549": "Angelica heterocarpa J.Lloyd", "1394580": "Angelica razulii Gouan", "1394591": "Angelica sylvestris L.", "1394648": "Pleurospermum austriacum (L.) Hoffm.", "1394714": "Sasa palmata (Burb.) Camus", "1394759": "Anthericum ramosum L.", "1394994": "Pyracantha coccinea M.Roem.", "1394995": "Pyracantha rogersiana (A.B.Jacks.) Coltm.-Rog.", "1395391": "Holodiscus discolor (Pursh) Maxim.", "1395720": "Sagittaria graminea Michx.", "1395721": "Sagittaria latifolia Willd.", "1395722": "Sagittaria sagittifolia L.", "1396133": "Diascia rigescens E.Mey. ex Benth.", "1396134": "Diascia vigilis Hilliard & Burtt", "1396143": "Sedum sarmentosum Bunge", "1396144": "Sedum alpestre Vill.", "1396145": "Sedum annuum L.", "1396156": "Sedum kamtschaticum Fisch. & C.A.Mey.", "1396159": "Sedum mexicanum Britton", "1396161": "Sedum ochroleucum Chaix", "1396165": "Sedum sexangulare L.", "1396708": "Metasequoia glyptostroboides Hu & W.C.Cheng", "1396713": "Telekia speciosa (Schreb.) Baumg.", "1396754": "Thesium alpinum L.", "1396758": "Thesium linophyllon L.", "1396823": "Tradescantia x andersoniana F.Ludw. & Rohweder", "1396824": "Tradescantia virginiana L.", "1396842": "Trifolium alpestre L.", "1396843": "Trifolium alpinum L.", "1396858": "Trifolium pallescens Schreb.", "1396867": "Trifolium spadiceum L.", "1396869": "Trifolium thalii Vill.", "1397208": "Viscaria alpina (L.) G.Don", "1397209": "Viscaria vulgaris Bernh.", "1397268": "Anemone hupehensis (Lemoine) Lemoine", "1397269": "Anemone vitifolia Buch.-Ham. ex DC.", "1397303": "Adenostyles alpina (L.) Bluff & Fingerh.", "1397305": "Alcea biennis Winterl", "1397311": "Anemone narcissiflora L.", "1397312": "Anemone ranunculoides L.", "1397313": "Angelica archangelica L.", "1397349": "Chaerophyllum bulbosum L.", "1397351": "Cirsium acaulon (L.) Scop.", "1397352": "Cirsium spinosissimum (L.) Scop.", "1397364": "Cymbalaria muralis P.Gaertn., B.Mey. & Scherb.", "1397379": "Eritrichium nanum (L.) Schrad. ex Gaudin", "1397387": "Fragaria viridis Weston", "1397403": "Honckenya peploides (L.) Ehrh.", "1397407": "Hypericum hyssopifolium Chaix", "1397408": "Hypericum mutilum L.", "1397420": "Lactuca perennis L.", "1397491": "Sedum atratum L.", "1397510": "Thesium pyrenaicum Pourr.", "1397514": "Trifolium medium L.", "1397515": "Trinia glauca (L.) Dumort.", "1397550": "Sedum montanum Perrier & Songeon", "1397551": "Trifolium badium Schreb.", "1397556": "Freesia refracta (Jacq.) Eckl. ex Klatt", "1397585": "Freesia alba (G.L.Mey.) Grumbleton", "1397598": "Cobaea scandens Cav.", "1397613": "Fragaria virginiana Duchesne", "1397841": "Anemone pratensis L.", "1397959": "Sagittaria lancifolia L.", "1398041": "Neotinea tridentata (Scop.) R.M.Bateman, Pridgeon & M.W.Chase", "1398111": "Adenostyles alliariae (Gouan) A.Kern.", "1398125": "Ophrys pseudoscolopax (Moggr.) Paulus & Gack", "1398128": "Sedum palmeri S.Watson", "1398130": "Hypericum olympicum L.", "1398178": "Tradescantia zebrina Bosse", "1398196": "Dryopteris erythrosora (Eaton) Kuntze", "1398274": "Adenostyles leucophylla (Willd.) Rchb.", "1398326": "Calycanthus floridus L.", "1398333": "Phyllanthus niruri L.", "1398355": "Ophrys araneola sensu auct.plur.", "1398444": "Anemone blanda Schott & Kotschy", "1398447": "Aralia elata (Miq.) Seem.", "1398469": "Ophrys virescens Philippe", "1398480": "Clethra alnifolia L.", "1398494": "Corispermum pallasii Steven", "1398513": "Hypericum patulum Thunb.", "1398515": "Hypericum x hidcoteense Hilling ex Geerinck", "1398526": "Lupinus nootkatensis Donn ex Sims", "1398567": "Smilax rotundifolia L.", "1398592": "Perovskia atriplicifolia Benth.", "1398608": "Nothofagus antarctica (G.Forst.) Oerst.", "1398615": "Iva annua L.", "1398700": "Dryopteris fragrans (L.) Schott", "1398805": "Neotinea conica (Willd.) R.M.Bateman", "1398830": "Tetraclinis articulata (Vahl) Mast.", "1399063": "Alcea setosa (Boiss.) Alef.", "1399141": "Chaerophyllum aromaticum L.", "1399145": "Cucurbita moschata Duchesne", "1399157": "Daphne sericea Vahl", "1399231": "Lamium orvala L.", "1399338": "Paederota bonarota (L.) L.", "1399384": "Rhodothamnus chamaecistus (L.) Rchb.", "1399667": "Ophrys lunulata Parl.", "1399783": "Schefflera actinophylla Harms", "1399803": "Astydamia latifolia Baill.", "1399804": "Lavandula pinnata Moench", "1399920": "Angelica atropurpurea L.", "1400060": "Acacia pravissima F.Muell.", "1400080": "Adonis pyrenaica DC.", "1400081": "Adonis vernalis L.", "1400096": "Barbarea rupicola Moris", "1400100": "Barbarea vulgaris R.Br.", "1400104": "Acacia baileyana F.Muell.", "1400110": "Bellium bellidioides L.", "1400471": "Bocoa prouacensis Aubl.", "1400478": "Nephrolepis biserrata (Sw.) Schott", "1400798": "Vanilla pompona Schiede", "1400844": "Guatteria anteridifera Scharf & Maas", "1401141": "Caraipa densifolia Mart.", "1401148": "Caraipa punctulata Ducke", "1401211": "Vismia cayennensis (Jacq.) Pers.", "1401216": "Vismia macrophylla Kunth", "1401222": "Vismia sessilifolia (Aubl.) Choisy", "1401242": "Dryopteris wallichiana (Spreng.) Hyl.", "1401701": "Xylopia frutescens Aubl.", "1401711": "Xylopia nitida Dunal", "1401718": "Xylopia sericea A.St.-Hil.", "1401735": "Phyllanthus urinaria L.", "1401736": "Pogonophora schomburgkiana Miers ex Benth.", "1401737": "Sagotia racemosa Baill.", "1401883": "Bonafousia undulata (Vahl) A.DC.", "1402303": "Guarea gomma Pulle", "1402356": "Nymphoides indica (L.) Kuntze", "1402423": "Anthurium hookeri Kunth", "1402433": "Anthurium jenmanii Engl.", "1402464": "Anthurium scandens (Aubl.) Engl.", "1402576": "Dracontium polyphyllum L.", "1402811": "Crotalaria retusa L.", "1402920": "Peperomia magnoliifolia (Jacq.) A.Dietr.", "1402921": "Peperomia obtusifolia (L.) A.Dietr.", "1402924": "Peperomia quadrangularis (J.V.Thomps.) A.Dietr.", "1402925": "Peperomia rotundifolia (L.) Kunth", "1402926": "Peperomia serpens (Sw.) Loudon", "1403272": "Declieuxia fruticosa (Willd. ex Roem. & Schult.) Kuntze", "1403479": "Mauritia flexuosa L.f.", "1403654": "Urera baccifera (L.) Gaudich. ex Wedd.", "1403826": "Pereskia bleo (Kunth) DC.", "1403967": "Cereus hexagonus (L.) Mill.", "1404002": "Xylopia crinita R.E.Fr.", "1404481": "Vanilla planifolia Jacks.", "1404745": "Aciotis rubricaulis (Mart. ex DC.) Triana", "1404776": "Guatteria amplifolia Triana & Planch.", "1404804": "Luffa cylindrica (L.) M.Roem.", "1405061": "Cryptostegia madagascariensis Bojer ex Decne.", "1405088": "Schefflera decaphylla (Seem.) Harms", "1405252": "Aphelandra scabra (Vahl) Sm.", "1405641": "Asystasia gangetica (L.) T.Anderson", "1405653": "Piriqueta cistoides (L.) Griseb.", "1405685": "Acalypha wilkesiana Müll.Arg.", "1405686": "Breynia disticha J.R.Forst. & G.Forst.", "1405703": "Crotalaria incana L.", "1406426": "Crotalaria pallida Aiton", "1406486": "Kigelia africana (Lam.) Benth.", "1406756": "Guatteria citriodora Ducke", "1406863": "Acalypha indica L.", "1407077": "Guatteria punctata (Aubl.) R.A.Howard", "1407379": "Anthurium crystallinum Linden & André", "1407873": "Cryptopus elatus (Thouars) Lindl.", "1407874": "Cryptostegia grandiflora R.Br.", "1408034": "Eranthemum pulchellum Andrews", "1408037": "Alocasia cucullata (Lour.) G.Don", "1408041": "Alocasia longiloba Miq.", "1408045": "Alocasia macrorrhizos (L.) G.Don", "1408066": "Faujasia salicifolia (Pers.) C.Jeffrey", "1408071": "Fernelia buxifolia Lam.", "1408092": "Fragaria x ananassa Duchesne ex Rozier", "1408107": "Geniostoma borbonicum (Lam.) Spreng.", "1408160": "Hernandia mascarenensis (Meisn.) Kubitzki", "1408214": "Hypericum lanceolatum Lam.", "1408227": "Acacia auriculiformis A.Cunn. ex Benth.", "1408284": "Leonitis nepetifolia (L.) R.Br.", "1408386": "Mussaenda arcuata Poir.", "1408401": "Nephrolepis abrupta (Bory) Mett.", "1408421": "Acacia heterophylla (Lam.) Willd.", "1408451": "Paederia foetida L.", "1408468": "Pelargonium x asperum Ehrh. ex Willd.", "1408490": "Pereskia grandifolia Haw.", "1408502": "Antirhea borbonica J.F.Gmel.", "1408507": "Phyllanthus emblica L.", "1408508": "Phyllanthus niruroides Müll.Arg.", "1408509": "Phyllanthus phillyreifolius Poir.", "1408557": "Pongamia pinnata (L.) Pierre", "1408594": "Acacia podalyriifolia A.Cunn. ex G.Don", "1408657": "Schefflera actinophylla (F.Muell.) Harms", "1408688": "Acalypha hispida Burm.f.", "1408718": "Acalypha integrifolia Willd.", "1408727": "Stemodia verticillata (Mill.) Hassl.", "1408734": "Stoebe passerinoides (Lam.) Willd.", "1408738": "Strongylodon macrobotrys A.Gray", "1408774": "Tradescantia pallida (Rose) D.R.Hunt", "1408788": "Trimezia martinicensis (Jacq.) Herb.", "1408810": "Vangueria madagascariensis J.F.Gmel.", "1408812": "Vepris lanceolata (Lam.) G.Don", "1408845": "Zaleya pentandra (L.) C.Jeffrey", "1408869": "Cereus repandus (L.) Mill.", "1408874": "Bismarckia nobilis Hildebr. & H.Wendl.", "1408953": "Acacia nilotica (L.) Delile", "1408961": "Schefflera arboricola (Hayata) Merr.", "1408979": "Fragaria chiloensis (L.) Mill.", "1409185": "Aphelandra squarrosa Nees", "1409191": "Gynura aurantiaca (Blume) Sch.Bip. ex DC.", "1409195": "Pereskia aculeata Mill.", "1409214": "Peperomia argyreia (Miq.) E.Morren", "1409215": "Peperomia caperata Yunck.", "1409216": "Peperomia obtusifolia (L.) A. Dietr.", "1409238": "Anthurium andraeanum Linden ex André", "1409239": "Anthurium scherzerianum Schott", "1409283": "Zamia furfuracea L.f.", "1409292": "Dendrobium nobile Lindl.", "1409295": "Nandina domestica Thunb.", "1409296": "Nymphaea nouchali Burm.f.", "1409299": "Falcataria moluccana (Miq.) Barneby & J.W.Grimes", "1409328": "Acacia tortuosa (L.) Willd.", "1409407": "Bourreria succulenta Jacq.", "1409521": "Crotalaria brevidens Benth.", "1409525": "Crotalaria pumila Ortega", "1409550": "Dendrobium chrysotoxum Lindl.", "1409551": "Dendrobium crumenatum Sw.", "1409552": "Dendrobium moschatum (Buch.-Ham.) Sw.", "1409586": "Entada gigas (L.) Fawc. & Rendle", "1409642": "Fittonia albivenis (Lindl. ex Veitch) R.K. Brummitt", "1409705": "Illicium verum Hook.f.", "1409746": "Lactuca floridana (L.) Gaertn.", "1409824": "Mussaenda pubescens Dryand.", "1409834": "Neolamarckia cadamba (Roxb.) Bosser", "1409839": "Nymphaea ampla (Salisb.) DC.", "1409918": "Phyllanthus epiphyllanthus L.", "1409919": "Phyllanthus mimosoides Sw.", "1409932": "Pilosocereus royeni (L.) Byles & G. Rowley", "1410024": "Selenicereus anthonyanus (Alexander) D.Hunt", "1410025": "Selenicereus grandiflorus (L.) Britton & Rose", "1410147": "Zamia pumila L.", "1410168": "Acalypha aristata Kunth", "1411423": "Chamerion latifolium (L.) Holub", "1411462": "Cirsium discolor (Muhl. ex Willd.) Spreng.", "1411466": "Cirsium foliosum (Hook.) DC.", "1411469": "Cirsium muticum Michx.", "1411472": "Cirsium undulatum (Nutt.) Spreng.", "1411520": "Comptonia peregrina (L.) J.M. Coult.", "1411524": "Conoclinium coelestinum (L.) DC.", "1411687": "Dalea purpurea Vent.", "1411700": "Daucus pusillus Michx.", "1411760": "Diervilla lonicera Mill.", "1411827": "Dryopteris carthusiana (Vill.) H.P. Fuchs", "1411829": "Dryopteris cristata (L.) A. Gray", "1411832": "Dryopteris intermedia (Muhl. ex Willd.) A. Gray", "1411833": "Dryopteris marginalis (L.) A. Gray", "1411834": "Duchesnea indica (Andrews) Teschem.", "1411925": "Epipactis gigantea Douglas ex Hook.", "1412311": "Hypericum kalmianum L.", "1412313": "Hypericum prolificum L.", "1412314": "Hypericum punctatum Lam.", "1412337": "Anemone canadensis L.", "1412344": "Iva frutescens L.", "1412368": "Anemone multifida Poir.", "1412410": "Anemone virginiana L.", "1412412": "Lactuca biennis (Moench) Fernald", "1412413": "Lactuca canadensis L.", "1412418": "Lamium maculatum L.", "1412444": "Leersia virginica Willd.", "1412445": "Angelica lucida L.", "1412595": "Lupinus argenteus Pursh", "1412596": "Lupinus bicolor Lindl.", "1412659": "Maianthemum canadense Desf.", "1412661": "Maianthemum racemosum (L.) Link", "1412662": "Maianthemum stellatum (L.) Link", "1412663": "Maianthemum trifolium (L.) Sloboda", "1412697": "Mertensia maritima (L.) Gray", "1412698": "Mertensia paniculata (Aiton) G. Don", "1412699": "Mertensia virginica (L.) Pers. ex Link", "1412740": "Mitella diphylla L.", "1412745": "Moehringia lateriflora (L.) Fenzl", "1412831": "Nymphaea mexicana Zucc.", "1412833": "Nymphaea odorata Aiton", "1412834": "Nymphaea tetragona Georgi", "1412888": "Osmunda cinnamomea L.", "1412889": "Osmunda claytoniana L.", "1412946": "Papaver nudicaule L.", "1412992": "Aralia hispida Vent.", "1413002": "Aralia nudicaulis L.", "1413013": "Aralia racemosa L.", "1413391": "Pyracantha coccinea M. Roem.", "1413751": "Sedum divergens S. Watson", "1413752": "Sedum lanceolatum Torr.", "1413753": "Sedum oreganum Nutt.", "1413755": "Sedum spathulifolium Hook.", "1413757": "Sedum ternatum Michx.", "1413832": "Smilax herbacea L.", "1413835": "Smilax tamnoides L.", "1414057": "Tradescantia occidentalis (Britton) Smyth", "1414058": "Tradescantia ohiensis Raf.", "1414272": "Balsamorhiza sagittata (Pursh) Nutt.", "1414275": "Barbarea orthoceras Ledeb.", "1414276": "Barbarea vulgaris W.T. Aiton", "1414397": "Calochortus macrocarpus Douglas", "1414746": "Entada phaseoloides (L.) Merr.", "1414808": "Cerbera manghas L.", "1414903": "Hernandia cordigera Vieill.", "1414924": "Acacia simplex (Sparman) Pedley", "1415584": "Dubouzetia confusa Guillaumin & Virot", "1415593": "Dubouzetia campanulata Pancher ex Brongn. & Gris", "1415911": "Acacia spirorbis Labill.", "1416420": "Atractocarpus platyxylon (Vieill. ex Pancher & Sebert) Guillaumin", "1416509": "Nepenthes vieillardii Hook. f.", "1417117": "Dendrobium closterium Rchb.f.", "1417506": "Dracophyllum verticillatum Labill.", "1417546": "Schefflera spp.", "1417900": "Tagetes lucida Cav.", "1417916": "Anisocampium niponicum (Mett.) Y.C.Liu, W.L. Chiou & M. Kato", "1418033": "Mertensia ciliata (James ex Torr.) G. Don", "1418061": "Lithops fulviceps N.E.Br.", "1418084": "Lithops karasmontana N.E.Br.", "1418102": "Lithops marmorata N.E.Br.", "1418140": "Lithops pseudotruncatella N.E.Br.", "1418146": "Fittonia albivenis (Lindl. ex Veitch) Brummitt", "1418191": "Lithops spp.", "1418192": "Cereus hildmannianus K.Schum.", "1418295": "Neobuxbaumia polylopha (DC.) Backeb.", "1418345": "Calycanthus occidentalis Hook. & Arn.", "1418475": "Tradescantia subaspera Ker Gawl.", "1418545": "Sedum kamtschaticum Fisch.", "1418546": "Sedum lineare Thunb.", "1418547": "Sedum morganianum E.Walther", "1418563": "Cucurbita foetidissima Kunth", "1418576": "Eucryphia cordifolia Cav.", "1418653": "Dryopteris cycadina (Franch. & Sav.) C. Chr.", "1418655": "Dryopteris erythrosora (D.C. Eaton) Kuntze", "1418659": "Dryopteris sieboldii (T. Moore) Kuntze", "1418665": "Rumohra adiantiformis (G. Forst.) Ching", "1418732": "Oxydendrum arboreum (L.) DC.", "1418984": "Lupinus albifrons Benth.", "1419077": "Lycoris radiata (L'Hér.) Herb.", "1419086": "Garrya elliptica Douglas ex Lindl.", "1419091": "Lycoris squamigera Maxim.", "1419112": "Pelargonium crispum (P.J. Bergius) L'Hér.", "1419115": "Pelargonium x hortorum L.H. Bailey", "1419173": "Loropetalum chinense (R. Br.) Oliv.", "1419197": "Hypericum frondosum Michx.", "1419334": "Liriope muscari (Decne.) L.H.Bailey", "1419352": "Limnanthes douglasii R. Br.", "1419595": "Nothofagus alpina (Poepp. & Endl.) Oerst.", "1419598": "Nothofagus pumilio (Poepp. & Endl.) Krasser", "1419612": "Abeliophyllum distichum Nakai", "1419713": "Dendrobium aphyllum (Roxb.) C.E.C.Fisch.", "1419720": "Dendrobium spp.", "1419807": "Vanilla planifolia Jacks. ex Andrews", "1419864": "Heteromorpha arborescens (Spreng.) Cham. & Schltdl.", "1419874": "Lapageria rosea Ruiz & Pav.", "1419923": "Peperomia argyreia (Hook.f.) E.Morren", "1419924": "Peperomia dolabriformis Kunth", "1419942": "Hebe franciscana (Eastw.) Souster", "1419949": "Maurandya barclayana Lindl.", "1420092": "Sasa palmata (Burb.) E.G.Camus", "1420288": "Anemone patens L.", "1420364": "Fragaria virginiana Mill.", "1420365": "Fragaria x ananassa (Duchesne ex Weston) Duchesne ex Rozier", "1420496": "Mussaenda philippica A.Rich.", "1420544": "Limonia acidissima Groff", "1420653": "Illicium floridanum J. Ellis", "1420700": "Browallia speciosa Hook.", "1420767": "Alocasia cuprea K.Koch", "1420781": "Alocasia micholitziana Sander", "1420787": "Alocasia odora (Lindl.) K.Koch", "1420792": "Daphne odora Thunb.", "1420795": "Alocasia sanderiana W.Bull", "1420796": "Daphne tangutica Maxim.", "1420863": "Kniphofia uvaria (L.) Oken", "1420896": "Zamia furfuracea L.f. ex Aiton", "1420929": "Guaiacum sanctum L.", "1420931": "Nepenthes spp.", "1421001": "Pelargonium spp.", "1421011": "Pancratium maritimum L. L.", "1421021": "Sedum palmeri S. Watson", "1421026": "Aphelandra sinclairiana Nees", "1421107": "Alocasia macrorrhizos (L.) G. Don", "1421386": "Acacia confusa Merr.", "1421523": "Acacia koaia Hillebr.", "1421628": "Nephrolepis falcata (Cav.) C. Chr.", "1422105": "Tradescantia zebrina hort. ex Bosse", "1422636": "Calodendrum capense (L.f.) Thunb.", "1422712": "Pelargonium grandiflorum Willd.", "1422721": "Hypericum revolutum Vahl", "1423286": "Schkuhria pinnata (Lam.) Kuntze ex Thell.", "1423469": "Maytenus boaria Molina", "1423633": "Melampodium perfoliatum (Cav.) Kunth", "1423932": "Hernandia nymphaeifolia (J.Presl) Kubitzki", "1424003": "Mazus pumilus (Burm.f.) Steenis", "1424005": "Melampodium divaricatum (Rich.) DC.", "1424377": "Breynia vitis-idaea (Burm.f.) C.E.C.Fisch.", "1425433": "Prosopis farcta (Banks & Sol.) J.F.Macbr.", "1425899": "Acacia farnesiana Willd.", "1427043": "Freycinetia cumingiana Gaudich.", "1427659": "Crotalaria laburnifolia L.", "1427821": "Dalbergia sissoo DC.", "1428059": "Dischidia nummularia R.Br.", "1430280": "Schefflera heptaphylla (L.) Frodin", "1430287": "Schinopsis balansae Engl.", "1430515": "Smilax china L.", "1431222": "Barringtonia acutangula (L.) Gaertn.", "1431925": "Maerua triphylla A. Rich.", "1432545": "Asystasia mysorensis (Roth) T.Anderson", "1432783": "Lactuca virosa Habl.", "1432786": "Calendula arvensis M.Bieb.", "1432824": "Herbertia lahue (Molina) Goldblatt", "1433158": "Hypericum hypericoides (L.) Crantz", "1433176": "Hypericum tetrapetalum Lam.", "1433496": "Keckiella cordifolia (Benth.) Straw", "1434011": "Liriope muscari (Decne.) L.H. Bailey", "1434232": "Lupinus chamissonis Eschsch.", "1434249": "Lupinus diffusus Nutt.", "1434258": "Lupinus formosus Greene", "1434267": "Lupinus hirsutissimus Benth.", "1434320": "Lupinus subcarnosus Hook.", "1434326": "Lupinus texensis Hook.", "1434383": "Lyonothamnus floribundus A. Gray", "1434584": "Mazus pumilus (Burm. f.) Steenis", "1434594": "Melampodium leucanthum Torr. & A. Gray", "1434712": "Metasequoia glyptostroboides Hu & W.C. Cheng", "1435225": "Aralia californica S. Watson", "1435228": "Nyctaginia capitata Choisy", "1435260": "Aralia spinosa L.", "1435709": "Pelargonium panduriforme Eckl. & Zeyh.", "1435714": "Pelargonium zonale (L.) L'Hér. ex Aiton", "1436922": "Prosopis glandulosa Torr.", "1436923": "Prosopis pubescens Benth.", "1437724": "Sagittaria montevidensis Cham. & Schltdl.", "1438033": "Sedum albomarginatum R.T. Clausen", "1438041": "Sedum glaucophyllum R.T. Clausen", "1438043": "Sedum laxum (Britton) A. Berger", "1438045": "Sedum moranense Kunth", "1438049": "Sedum niveum Davidson", "1438052": "Sedum obtusatum A. Gray", "1438056": "Sedum pulchellum Michx.", "1438352": "Smilax bona-nox L.", "1438354": "Smilax glauca Walter", "1438358": "Smilax laurifolia L.", "1438616": "Stanleya pinnata (Pursh) Britton", "1438868": "Tagetes lemmonii A. Gray", "1439145": "Tradescantia crassifolia Cav.", "1439703": "Xylococcus bicolor Nutt.", "1440273": "Brodiaea elegans Hoover", "1440412": "Calochortus eurycarpus S. Watson", "1440416": "Calochortus gunnisonii S. Watson", "1440423": "Calochortus leichtlinii Hook. f.", "1440425": "Calochortus luteus Douglas ex Lindl.", "1440440": "Calochortus splendens Douglas ex Benth.", "1440446": "Calochortus tolmiei Hook. & Arn.", "1440476": "Calylophus hartwegii (Benth.) P.H. Raven", "1441099": "Chaerophyllum tainturieri Hook.", "1441349": "Cirsium altissimum (L.) Hill", "1441375": "Cirsium horridulum Michx.", "1441410": "Cirsium texanum Buckley", "1442541": "Diervilla sessilifolia Buckley", "1442833": "Acacia berlandieri Benth.", "1442865": "Elephantopus elatus Bertol.", "1442930": "Alocasia cucullata (Lour.) G. Don", "1444049": "Acacia redolens Maslin", "1444156": "Acacia rigidula Benth.", "1444195": "Hackelia velutina (Piper) I.M. Johnst.", "1444216": "Haplophyton crooksii (L.D. Benson) L.D. Benson", "1447962": "Aextoxicon punctatum Ruiz & Pav.", "1449139": "Lithops aucampiae L. Bolus", "1449149": "Lithops olivacea L. Bolus", "1453004": "Cyrtanthus elatus (Jacq.) Traub", "1455408": "Guatteria aeruginosa Standl.", "1460343": "Dischidia ovata Benth.", "1463177": "Trachelospermum asiaticum (Siebold & Zucc.) Nakai", "1464023": "Alocasia baginda Kurniawan & P.C.Boyce", "1464054": "Alocasia lauterbachiana (Engl.) A.Hay", "1464075": "Alocasia reginula A.Hay", "1464086": "Alocasia wentii Engl. & K.Krause", "1464088": "Alocasia zebrina Schott ex Van Houtte", "1464459": "Anthurium clarinervium Matuda", "1464567": "Anthurium faustomirandae Pérez-Farr. & Croat", "1465016": "Anthurium salvinii Hemsl.", "1465026": "Anthurium schlechtendalii Kunth", "1465149": "Anthurium veitchii Mast.", "1465170": "Anthurium warocqueanum T.Moore", "1470435": "Wodyetia bifurcata A.K.Irvine", "1486475": "Cereus forbesii C.F.Först.", "1486501": "Cereus uruguayanus R. Kiesling", "1486655": "Coryphantha elephantidens (Lem.) Lem.", "1488001": "Pilosocereus chrysostele (Vaupel) Byles & G.D.Rowley", "1488026": "Pilosocereus pachycladus F. Ritter", "1488171": "Selenicereus anthonyanus (Alexander) D.R. Hunt", "1488206": "Stenocactus multicostatus (Hildm.) A. Berger ex A.W. Hill", "1488285": "Tephrocactus geometricus (A. Cast.) Backeb.", "1491513": "Pterocephalus perennis Coult.", "1494482": "Maytenus ilicifolia Mart. ex Reissek", "1497434": "Cyanotis somaliensis C.B.Clarke", "1497630": "Tradescantia × andersoniana W.Ludw. & Rohweder", "1497667": "Tradescantia sillamontana Matuda", "1503981": "Cirsium palustre (L.) Coss. ex Scop.", "1506976": "Erechtites minima (Poir.) DC.", "1513142": "Lactuca alpina (L.) A.Gray", "1513780": "Leptinella potentillina F.Muell.", "1514035": "Leucophyta brownii Cass.", "1514627": "Melampodium divaricatum (Rich. ex Rich.) DC.", "1516297": "Othonna capensis L.H.Bailey", "1518683": "Rhodanthe chlorocephala (Turcz.) Paul G.Wilson", "1522375": "Tagetes lemmonii A.Gray", "1522377": "Tagetes lunulata Ortega", "1529081": "Sedum adolphii Raym.-Hamet", "1529084": "Sedum allantoides Rose", "1529107": "Sedum burrito Moran", "1529124": "Sedum clavatum R.T. Clausen", "1529128": "Sedum compressum Rose", "1529144": "Sedum cyaneum J. Rudolph", "1529148": "Sedum decumbens R.T. Clausen", "1529179": "Sedum furfuraceum Moran", "1529205": "Sedum hernandezii J. Meyrán", "1529212": "Sedum japonicum Siebold ex Miq.", "1529242": "Sedum makinoi Maxim.", "1529265": "Sedum nussbaumerianum Bitter", "1529305": "Sedum praealtum A.DC.", "1529328": "Sedum rubrotinctum R.T. Clausen", "1535203": "Uncinia rubra Colenso ex Boott", "1538569": "Empetrum rubrum Vahl ex Willd.", "1542499": "Acalypha macrostachya Jacq.", "1550658": "Pelargonium echinatum Curtis", "1550692": "Pelargonium × hortorum L.H. Bailey", "1550785": "Pelargonium sidoides DC.", "1550799": "Pelargonium tomentosum Jacq.", "1560405": "Lavandula canariensis (L.) Mill.", "1567995": "Acacia auriculiformis Benth.", "1568056": "Acacia brevispica Harms", "1568102": "Acacia caven (Molina) Molina", "1568134": "Acacia cognata Domin", "1568144": "Acacia confluens Maiden & Blakeley", "1568799": "Acacia podalyriifolia G.Don", "1568914": "Acacia saligna (Labill.) Wendl.", "1576296": "Dalbergia retusa Hemsl.", "1580985": "Lupinus nootkatensis Sims", "1584568": "Prosopis pallida (Willd.) Kunth", "1600531": "Cedrela fissilis Vell.", "1608001": "Nepenthes mirabilis (Lour.) Druce", "1608003": "Nepenthes × neglecta Macfarl.", "1608023": "Nothofagus betuloides (Mirb.) Oerst.", "1608027": "Nothofagus dombeyi (Mirb.) Oerst.", "1608034": "Nothofagus nitida (Phil.) Krasser", "1608440": "Nymphaea rubra Roxb. ex Andrews", "1617292": "Dendrobium anosmum Lindl.", "1617904": "Dendrobium kingianum Bidwill ex Lindl.", "1618100": "Dendrobium munificum (Finet) Schltr.", "1618570": "Dendrobium thyrsiflorum B.S.Williams", "1618661": "Dendrobium victoriae-reginae Loher", "1621823": "Erycina pusilla (L.) N.H.Williams & M.W.Chase", "1638998": "Adlumia fungosa (Aiton) Britton, Sterns & Poggenb.", "1643184": "Peperomia albovittata C. DC.", "1643341": "Peperomia clusiifolia (Jacq.) Hook.", "1643349": "Peperomia columella Rauh & Hutchison", "1643491": "Peperomia ferreyrae Yunck.", "1643553": "Peperomia graveolens Rauh & Barthlott", "1643690": "Peperomia maculosa (L.) Hook.", "1643819": "Peperomia pecuniifolia Trel. & Standl.", "1643866": "Peperomia polybotrya Kunth", "1643887": "Peperomia prostrata B.S. Williams", "1644145": "Peperomia tetragona Ruiz & Pav.", "1644223": "Peperomia verticillata (L.) A.Dietr.", "1646149": "Hebe andersonii (Lindl. & J. Paxton) Cockayne", "1662426": "Lomatia ferruginea R. Br.", "1663341": "Anemone pavoniana Boiss.", "1663381": "Anemone tomentosa (Maxim.) C.Pei", "1664348": "Hepatica nobilis Mill.", "1667445": "Fragaria × ananassa (Duchesne ex Weston) Duchesne ex Rozier", "1675513": "Margaritopsis haematocarpa (Standl.) C.M.Taylor", "1682159": "Angostura granulosa (Kallunki) Kallunki", "1689963": "Smilax excelsa L.", "1694631": "Coussapoa villosa Poepp. & Endl.", "1697960": "Cyphostemma cyphopetalum (Fresen.) Desc. ex Wild & R.B.Drumm.", "1697991": "Cyphostemma juttae (Dinter & Gilg) Desc.", "1698065": "Cyphostemma serpens (Hochst. ex A.Rich.) Desc.", "1711751": "Nepenthes alata Blanco", "1711753": "Nepenthes truncata Macfarl.", "1711775": "Lavandula spp.", "1711787": "Cymbalaria muralis P.Gaertn.", "1711873": "Aphelandra aurantiaca Lindl.", "1712003": "Guatteria dolichopoda Donn. Sm.", "1712019": "Stenanona costaricensis R.E. Fr.", "1712365": "Schefflera morototoni (Aubl.) Maguire", "1713198": "Bourreria andrieuxii (DC.) Hemsl.", "1713199": "Bourreria costaricensis (Standl.) A.H. Gentry", "1717570": "Alibertia edulis (Rich.) A. Rich.", "1718287": "Acacia senegalensis (Houtt.) Roberty"}

requirements.txt ADDED Viewed

	@@ -0,0 +1,80 @@

+absl-py==2.1.0
+aiofiles==23.2.1
+annotated-types==0.7.0
+anyio==4.7.0
+astunparse==1.6.3
+certifi==2024.12.14
+charset-normalizer==3.4.1
+click==8.1.8
+colorama==0.4.6
+fastapi==0.115.6
+ffmpy==0.5.0
+filelock==3.16.1
+flatbuffers==24.12.23
+fsspec==2024.12.0
+gast==0.6.0
+google-pasta==0.2.0
+gradio==5.9.1
+gradio_client==1.5.2
+grpcio==1.68.1
+h11==0.14.0
+h5py==3.12.1
+httpcore==1.0.7
+httpx==0.28.1
+huggingface-hub==0.27.0
+idna==3.10
+Jinja2==3.1.5
+keras==3.7.0
+libclang==18.1.1
+Markdown==3.7
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+mdurl==0.1.2
+ml-dtypes==0.4.1
+namex==0.0.8
+numpy==2.0.2
+opt_einsum==3.4.0
+optree==0.13.1
+orjson==3.10.13
+packaging==24.2
+pandas==2.2.3
+pillow==11.1.0
+protobuf==5.29.2
+pydantic==2.10.4
+pydantic_core==2.27.2
+pydub==0.25.1
+Pygments==2.18.0
+python-dateutil==2.9.0.post0
+python-multipart==0.0.20
+pytz==2024.2
+PyYAML==6.0.2
+regex==2024.11.6
+requests==2.32.3
+rich==13.9.4
+ruff==0.8.5
+safehttpx==0.1.6
+safetensors==0.5.0
+semantic-version==2.10.0
+setuptools==75.6.0
+shellingham==1.5.4
+six==1.17.0
+sniffio==1.3.1
+starlette==0.41.3
+tensorboard==2.18.0
+tensorboard-data-server==0.7.2
+tensorflow==2.18.0
+tensorflow_intel==2.18.0
+termcolor==2.5.0
+tokenizers==0.21.0
+tomlkit==0.13.2
+tqdm==4.67.1
+transformers==4.47.1
+typer==0.15.1
+typing_extensions==4.12.2
+tzdata==2024.2
+urllib3==2.3.0
+uvicorn==0.34.0
+websockets==14.1
+Werkzeug==3.1.3
+wheel==0.45.1
+wrapt==1.17.0