Update app.py

app.py

@@ -7,219 +7,7 @@ from streamlit_option_menu import option_menu
 import base64
 
 #add botanical names and usefulness
-botanical_names = {
-    "pink_primrose": "Primula polyantha",
-    "hard-leaved pocket orchid": "Calypso bulbosa",
-    "canterbury bells": "Campanula medium",
-    "sweet pea": "Lathyrus odoratus",
-    "english marigold": "Calendula officinalis",
-    "tiger lily": "Lilium lancifolium",
-    "moon orchid": "Phalaenopsis amabilis",
-    "bird of paradise": "Strelitzia reginae",
-    "monkshood": "Aconitum napellus",
-    "globe thistle": "Echinops ritro",
-    "snapdragon": "Antirrhinum majus",
-    "colt's foot": "Tussilago farfara",
-    "king protea": "Protea cynaroides",
-    "spear thistle": "Cirsium vulgare",
-    "yellow iris": "Iris pseudacorus",
-    "globe-flower": "Trollius europaeus",
-    "purple coneflower": "Echinacea purpurea",
-    "peruvian lily": "Alstroemeria aurea",
-    "balloon flower": "Platycodon grandiflorus",
-    "giant white arum lily": "Zantedeschia aethiopica",
-    "fire lily": "Lilium bulbiferum",
-    "pincushion flower": "Scabiosa atropurpurea",
-    "fritillary": "Fritillaria imperialis",
-    "red ginger": "Alpinia purpurata",
-    "grape hyacinth": "Muscari",
-    "corn poppy": "Papaver rhoeas",
-    "prince of wales feathers": "Amaranthus caudatus",
-    "stemless gentian": "Gentiana acaulis",
-    "artichoke": "Cynara cardunculus",
-    "sweet william": "Dianthus barbatus",
-    "carnation": "Dianthus caryophyllus",
-    "garden phlox": "Phlox paniculata",
-    "love in the mist": "Nigella damascena",
-    "mexican aster": "Cosmos bipinnatus",
-    "alpine sea holly": "Eryngium alpinum",
-    "ruby-lipped cattleya": "Cattleya labiata",
-    "cape flower": "Mesembryanthemum crystallinum",
-    "great masterwort": "Astrantia major",
-    "siam tulip": "Curcuma alismatifolia",
-    "lenten rose": "Helleborus orientalis",
-    "barbeton daisy": "Gerbera jamesonii",
-    "daffodil": "Narcissus",
-    "sword lily": "Gladiolus",
-    "poinsettia": "Euphorbia pulcherrima",
-    "bolero deep blue": "Eustoma grandiflorum",
-    "wallflower": "Erysimum",
-    "marigold": "Tagetes",
-    "buttercup": "Ranunculus",
-    "oxeye daisy": "Leucanthemum vulgare",
-    "common dandelion": "Taraxacum officinale",
-    "petunia": "Petunia",
-    "wild pansy": "Viola tricolor",
-    "primula": "Primula",
-    "sunflower": "Helianthus",
-    "pelargonium": "Pelargonium",
-    "bishop of llandaff": "Dahlia",
-    "gaura": "Gaura",
-    "geranium": "Geranium",
-    "orange dahlia": "Dahlia",
-    "pink-yellow dahlia": "Dahlia",
-    "cautleya spicata": "Cautleya spicata",
-    "japanese anemone": "Anemone hupehensis",
-    "black-eyed susan": "Rudbeckia hirta",
-    "silverbush": "Convolvulus cneorum",
-    "californian poppy": "Eschscholzia californica",
-    "osteospermum": "Osteospermum",
-    "spring crocus": "Crocus vernus",
-    "bearded iris": "Iris germanica",
-    "windflower": "Anemone nemorosa",
-    "tree poppy": "Dendromecon rigida",
-    "gazania": "Gazania",
-    "azalea": "Rhododendron",
-    "water lily": "Nymphaea",
-    "rose": "Rosa",
-    "thorn apple": "Datura",
-    "morning glory": "Ipomoea",
-    "passion flower": "Passiflora",
-    "lotus": "Nelumbo nucifera",
-    "toad lily": "Tricyrtis hirta",
-    "anthurium": "Anthurium",
-    "frangipani": "Plumeria",
-    "clematis": "Clematis",
-    "hibiscus": "Hibiscus",
-    "columbine": "Aquilegia",
-    "desert-rose": "Adenium obesum",
-    "tree mallow": "Malva arborea",
-    "magnolia": "Magnolia",
-    "cyclamen": "Cyclamen",
-    "watercress": "Nasturtium officinale",
-    "canna lily": "Canna",
-    "hippeastrum": "Hippeastrum",
-    "bee balm": "Monarda",
-    "ball moss": "Tillandsia recurvata",
-    "foxglove": "Digitalis purpurea",
-    "bougainvillea": "Bougainvillea",
-    "camellia": "Camellia",
-    "mallow": "Malva",
-    "mexican petunia": "Ruellia brittoniana",
-    "bromelia": "Bromelia",
-    "blanket flower": "Gaillardia",
-    "trumpet creeper": "Campsis radicans",
-    "blackberry lily": "Belamcanda chinensis",
-    # Add the botanical names for the rest of the flowers
-    # You can use online resources to find the botanical names for each flower
-}
 
-# Define a dictionary mapping each flower's common name to its usefulness or importance
-usefulness = {
-    "pink primrose": "Used in herbal medicine for its anti-inflammatory properties",
-    "hard-leaved pocket orchid": "Rare and endangered species, protected by conservation efforts",
-    "canterbury bells": "Ornamental garden plant, attracts bees and butterflies",
-    "sweet pea": "Popular ornamental plant known for its fragrance and colorful flowers",
-    "english marigold": "Used in traditional medicine and culinary applications",
-    "tiger lily": "Ornamental garden plant, symbolizing wealth and prosperity in some cultures",
-    "moon orchid": "Highly valued ornamental plant, often used in floral arrangements",
-    "bird of paradise": "Distinctive and exotic ornamental plant, symbolizing freedom and beauty",
-    "monkshood": "Highly toxic plant used in traditional medicine with extreme caution",
-    "globe thistle": "Ornamental garden plant, attracts pollinators such as bees and butterflies",
-    "snapdragon": "Popular garden plant with colorful flowers, often used in floral arrangements",
-    "colt's foot": "Used in traditional medicine for its expectorant properties",
-    "king protea": "National flower of South Africa, symbolizing diversity and courage",
-    "spear thistle": "Prickly plant with ornamental value and historical significance",
-    "yellow iris": "Ornamental water plant, attracts pollinators such as bees and butterflies",
-    "globe-flower": "Ornamental garden plant, symbolizing happiness and good fortune",
-    "purple coneflower": "Medicinal plant used to boost the immune system and treat colds",
-    "peruvian lily": "Ornamental garden plant with colorful flowers, often used in floral arrangements",
-    "balloon flower": "Ornamental garden plant, symbolizing unchanging love and devotion",
-    "giant white arum lily": "Ornamental garden plant, often used in bridal bouquets",
-    "fire lily": "Ornamental garden plant, symbolizing passion and desire",
-    "pincushion flower": "Ornamental garden plant, attracts pollinators such as bees and butterflies",
-    "fritillary": "Ornamental garden plant, known for its unique bell-shaped flowers",
-    "red ginger": "Ornamental garden plant, prized for its vibrant red inflorescence",
-    "grape hyacinth": "Ornamental garden plant, symbolizing rebirth and renewal",
-    "corn poppy": "Symbolic flower of remembrance, often found in fields and meadows",
-    "prince of wales feathers": "Ornamental garden plant, known for its striking red inflorescence",
-    "stemless gentian": "Medicinal plant used to treat digestive disorders",
-    "artichoke": "Edible plant cultivated for its edible flower buds",
-    "sweet william": "Ornamental garden plant with fragrant flowers, symbolizing gallantry",
-    "carnation": "Popular cut flower with various symbolic meanings, often used in bouquets",
-    "garden phlox": "Ornamental garden plant, attracts pollinators such as bees and butterflies",
-    "love in the mist": "Ornamental garden plant with delicate flowers, symbolizing affection",
-    "mexican aster": "Ornamental garden plant with colorful flowers, attracts pollinators",
-    "alpine sea holly": "Ornamental garden plant, known for its distinctive blue flowers",
-    "ruby-lipped cattleya": "Highly prized orchid species, often used in corsages",
-    "cape flower": "Ornamental garden plant, symbolizing resilience and endurance",
-    "great masterwort": "Medicinal plant used to treat various ailments",
-    "siam tulip": "Ornamental garden plant, symbolizing prosperity and abundance",
-    "lenten rose": "Ornamental garden plant, prized for its early blooming flowers",
-    "barbeton daisy": "Ornamental garden plant with colorful flowers, attracts pollinators",
-    "daffodil": "Symbolic flower of renewal and hope, often associated with spring",
-    "sword lily": "Ornamental garden plant with striking sword-shaped leaves",
-    "poinsettia": "Popular ornamental plant, often used as a decorative plant during the holidays",
-    "bolero deep blue": "Ornamental garden plant with deep blue flowers, symbolizing tranquility",
-    "wallflower": "Ornamental garden plant, known for its fragrant flowers",
-    "marigold": "Used in traditional medicine and culinary applications, often planted to repel pests",
-    "buttercup": "Ornamental garden plant with bright yellow flowers",
-    "oxeye daisy": "Ornamental garden plant with daisy-like flowers, symbolizing innocence",
-    "common dandelion": "Edible plant with various medicinal properties",
-    "petunia": "Popular garden plant with colorful flowers, symbolizing playfulness",
-    "wild pansy": "Medicinal plant used to treat respiratory ailments",
-    "primula": "Ornamental garden plant, known for its early spring blooms",
-    "sunflower": "Symbolic flower of happiness and vitality, cultivated for its edible seeds",
-    "pelargonium": "Ornamental garden plant, known for its fragrant leaves and flowers",
-    "bishop of llandaff": "Ornamental garden plant with deep red flowers",
-    "gaura": "Ornamental garden plant with delicate flowers, attracts pollinators",
-    "geranium": "Popular garden plant with colorful flowers and fragrant leaves",
-    "orange dahlia": "Ornamental garden plant with vibrant orange flowers",
-    "pink-yellow dahlia": "Ornamental garden plant with pink and yellow bicolor flowers",
-    "cautleya spicata": "Ornamental garden plant, known for its showy flowers",
-    "japanese anemone": "Ornamental garden plant with delicate flowers, symbolizing protection",
-    "black-eyed susan": "Ornamental garden plant with yellow flowers and dark centers",
-    "silverbush": "Ornamental garden plant with silvery foliage",
-    "californian poppy": "Ornamental garden plant with bright orange flowers",
-    "osteospermum": "Ornamental garden plant with colorful daisy-like flowers",
-    "spring crocus": "Ornamental garden plant with early spring blooms",
-    "bearded iris": "Ornamental garden plant with showy flowers, often used in landscaping",
-    "windflower": "Ornamental garden plant with delicate flowers, symbolizing anticipation",
-    "tree poppy": "Ornamental garden plant with bright yellow flowers",
-    "gazania": "Ornamental garden plant with colorful flowers, drought tolerant",
-    "azalea": "Ornamental garden plant with vibrant flowers, symbolizing passion",
-    "water lily": "Ornamental water plant, symbolizing purity and enlightenment",
-    "rose": "Symbolic flower of love and romance, cultivated for its beauty and fragrance",
-    "thorn apple": "Historically used in herbal medicine, highly toxic if ingested",
-    "morning glory": "Ornamental garden plant with colorful flowers, symbolizing affection",
-    "passion flower": "Symbolic flower of Christ's passion, often used in religious art",
-    "lotus": "Symbolic flower of purity and enlightenment in various cultures",
-    "toad lily": "Ornamental garden plant with unique spotted flowers",
-    "anthurium": "Ornamental plant with distinctive heart-shaped flowers, symbolizing hospitality and abundance",
-    "frangipani": "Ornamental garden plant with fragrant flowers, often used in tropical landscaping",
-    "clematis": "Ornamental garden plant with colorful flowers, symbolizing mental beauty",
-    "hibiscus": "Edible plant with medicinal properties, popular ornamental garden plant",
-    "columbine": "Ornamental garden plant with unique spurred flowers, symbolizing love and fidelity",
-    "desert-rose": "Ornamental garden plant with succulent foliage and colorful flowers",
-    "tree mallow": "Ornamental garden plant with large colorful flowers",
-    "magnolia": "Ornamental garden plant with large fragrant flowers, symbolizing nobility and perseverance",
-    "cyclamen": "Ornamental garden plant with unique twisted flowers, symbolizing resignation and farewell",
-    "watercress": "Edible aquatic plant, rich in vitamins and minerals",
-    "canna lily": "Ornamental garden plant with colorful flowers and edible rhizomes",
-    "hippeastrum": "Ornamental garden plant with large showy flowers, symbolizing pride and beauty",
-    "bee balm": "Medicinal plant with aromatic leaves and flowers, attracts pollinators",
-    "ball moss": "Epiphytic plant that grows on trees, contributes to ecosystem biodiversity",
-    "foxglove": "Medicinal plant used to treat heart conditions, highly toxic if ingested",
-    "bougainvillea": "Ornamental vine with vibrant flowers, drought tolerant",
-    "camellia": "Ornamental garden plant with evergreen leaves and showy flowers",
-    "mallow": "Edible and medicinal plant with soothing properties",
-    "mexican petunia": "Ornamental garden plant with colorful flowers, attracts butterflies",
-    "bromelia": "Ornamental plant with colorful foliage and unique inflorescence",
-    "blanket flower": "Ornamental garden plant with daisy-like flowers, drought tolerant",
-    "trumpet creeper": "Ornamental vine with trumpet-shaped flowers, attracts hummingbirds",
-    "blackberry lily": "Ornamental garden plant with iris-like flowers and blackberry-like fruits"
-    # Add the usefulness or importance for the rest of the flowers
-}
 
 useful = "Ornamental plant with colorful foliage and unique inflorescence"
 
@@ -269,6 +57,220 @@ def load_labels():
 # Define a dictionary mapping each flower's common name to its botanical name
 
 def predict(model, labels, img):
+    botanical_names = {
+        "pink_primrose": "Primula polyantha",
+        "hard-leaved pocket orchid": "Calypso bulbosa",
+        "canterbury bells": "Campanula medium",
+        "sweet pea": "Lathyrus odoratus",
+        "english marigold": "Calendula officinalis",
+        "tiger lily": "Lilium lancifolium",
+        "moon orchid": "Phalaenopsis amabilis",
+        "bird of paradise": "Strelitzia reginae",
+        "monkshood": "Aconitum napellus",
+        "globe thistle": "Echinops ritro",
+        "snapdragon": "Antirrhinum majus",
+        "colt's foot": "Tussilago farfara",
+        "king protea": "Protea cynaroides",
+        "spear thistle": "Cirsium vulgare",
+        "yellow iris": "Iris pseudacorus",
+        "globe-flower": "Trollius europaeus",
+        "purple coneflower": "Echinacea purpurea",
+        "peruvian lily": "Alstroemeria aurea",
+        "balloon flower": "Platycodon grandiflorus",
+        "giant white arum lily": "Zantedeschia aethiopica",
+        "fire lily": "Lilium bulbiferum",
+        "pincushion flower": "Scabiosa atropurpurea",
+        "fritillary": "Fritillaria imperialis",
+        "red ginger": "Alpinia purpurata",
+        "grape hyacinth": "Muscari",
+        "corn poppy": "Papaver rhoeas",
+        "prince of wales feathers": "Amaranthus caudatus",
+        "stemless gentian": "Gentiana acaulis",
+        "artichoke": "Cynara cardunculus",
+        "sweet william": "Dianthus barbatus",
+        "carnation": "Dianthus caryophyllus",
+        "garden phlox": "Phlox paniculata",
+        "love in the mist": "Nigella damascena",
+        "mexican aster": "Cosmos bipinnatus",
+        "alpine sea holly": "Eryngium alpinum",
+        "ruby-lipped cattleya": "Cattleya labiata",
+        "cape flower": "Mesembryanthemum crystallinum",
+        "great masterwort": "Astrantia major",
+        "siam tulip": "Curcuma alismatifolia",
+        "lenten rose": "Helleborus orientalis",
+        "barbeton daisy": "Gerbera jamesonii",
+        "daffodil": "Narcissus",
+        "sword lily": "Gladiolus",
+        "poinsettia": "Euphorbia pulcherrima",
+        "bolero deep blue": "Eustoma grandiflorum",
+        "wallflower": "Erysimum",
+        "marigold": "Tagetes",
+        "buttercup": "Ranunculus",
+        "oxeye daisy": "Leucanthemum vulgare",
+        "common dandelion": "Taraxacum officinale",
+        "petunia": "Petunia",
+        "wild pansy": "Viola tricolor",
+        "primula": "Primula",
+        "sunflower": "Helianthus",
+        "pelargonium": "Pelargonium",
+        "bishop of llandaff": "Dahlia",
+        "gaura": "Gaura",
+        "geranium": "Geranium",
+        "orange dahlia": "Dahlia",
+        "pink-yellow dahlia": "Dahlia",
+        "cautleya spicata": "Cautleya spicata",
+        "japanese anemone": "Anemone hupehensis",
+        "black-eyed susan": "Rudbeckia hirta",
+        "silverbush": "Convolvulus cneorum",
+        "californian poppy": "Eschscholzia californica",
+        "osteospermum": "Osteospermum",
+        "spring crocus": "Crocus vernus",
+        "bearded iris": "Iris germanica",
+        "windflower": "Anemone nemorosa",
+        "tree poppy": "Dendromecon rigida",
+        "gazania": "Gazania",
+        "azalea": "Rhododendron",
+        "water lily": "Nymphaea",
+        "rose": "Rosa",
+        "thorn apple": "Datura",
+        "morning glory": "Ipomoea",
+        "passion flower": "Passiflora",
+        "lotus": "Nelumbo nucifera",
+        "toad lily": "Tricyrtis hirta",
+        "anthurium": "Anthurium",
+        "frangipani": "Plumeria",
+        "clematis": "Clematis",
+        "hibiscus": "Hibiscus",
+        "columbine": "Aquilegia",
+        "desert-rose": "Adenium obesum",
+        "tree mallow": "Malva arborea",
+        "magnolia": "Magnolia",
+        "cyclamen": "Cyclamen",
+        "watercress": "Nasturtium officinale",
+        "canna lily": "Canna",
+        "hippeastrum": "Hippeastrum",
+        "bee balm": "Monarda",
+        "ball moss": "Tillandsia recurvata",
+        "foxglove": "Digitalis purpurea",
+        "bougainvillea": "Bougainvillea",
+        "camellia": "Camellia",
+        "mallow": "Malva",
+        "mexican petunia": "Ruellia brittoniana",
+        "bromelia": "Bromelia",
+        "blanket flower": "Gaillardia",
+        "trumpet creeper": "Campsis radicans",
+        "blackberry lily": "Belamcanda chinensis",
+    # Add the botanical names for the rest of the flowers
+    # You can use online resources to find the botanical names for each flower
+    }
+
+    # Define a dictionary mapping each flower's common name to its usefulness or importance
+    usefulness = {
+        "pink primrose": "Used in herbal medicine for its anti-inflammatory properties",
+        "hard-leaved pocket orchid": "Rare and endangered species, protected by conservation efforts",
+        "canterbury bells": "Ornamental garden plant, attracts bees and butterflies",
+        "sweet pea": "Popular ornamental plant known for its fragrance and colorful flowers",
+        "english marigold": "Used in traditional medicine and culinary applications",
+        "tiger lily": "Ornamental garden plant, symbolizing wealth and prosperity in some cultures",
+        "moon orchid": "Highly valued ornamental plant, often used in floral arrangements",
+        "bird of paradise": "Distinctive and exotic ornamental plant, symbolizing freedom and beauty",
+        "monkshood": "Highly toxic plant used in traditional medicine with extreme caution",
+        "globe thistle": "Ornamental garden plant, attracts pollinators such as bees and butterflies",
+        "snapdragon": "Popular garden plant with colorful flowers, often used in floral arrangements",
+        "colt's foot": "Used in traditional medicine for its expectorant properties",
+        "king protea": "National flower of South Africa, symbolizing diversity and courage",
+        "spear thistle": "Prickly plant with ornamental value and historical significance",
+        "yellow iris": "Ornamental water plant, attracts pollinators such as bees and butterflies",
+        "globe-flower": "Ornamental garden plant, symbolizing happiness and good fortune",
+        "purple coneflower": "Medicinal plant used to boost the immune system and treat colds",
+        "peruvian lily": "Ornamental garden plant with colorful flowers, often used in floral arrangements",
+        "balloon flower": "Ornamental garden plant, symbolizing unchanging love and devotion",
+        "giant white arum lily": "Ornamental garden plant, often used in bridal bouquets",
+        "fire lily": "Ornamental garden plant, symbolizing passion and desire",
+        "pincushion flower": "Ornamental garden plant, attracts pollinators such as bees and butterflies",
+        "fritillary": "Ornamental garden plant, known for its unique bell-shaped flowers",
+        "red ginger": "Ornamental garden plant, prized for its vibrant red inflorescence",
+        "grape hyacinth": "Ornamental garden plant, symbolizing rebirth and renewal",
+        "corn poppy": "Symbolic flower of remembrance, often found in fields and meadows",
+        "prince of wales feathers": "Ornamental garden plant, known for its striking red inflorescence",
+        "stemless gentian": "Medicinal plant used to treat digestive disorders",
+        "artichoke": "Edible plant cultivated for its edible flower buds",
+        "sweet william": "Ornamental garden plant with fragrant flowers, symbolizing gallantry",
+        "carnation": "Popular cut flower with various symbolic meanings, often used in bouquets",
+        "garden phlox": "Ornamental garden plant, attracts pollinators such as bees and butterflies",
+        "love in the mist": "Ornamental garden plant with delicate flowers, symbolizing affection",
+        "mexican aster": "Ornamental garden plant with colorful flowers, attracts pollinators",
+        "alpine sea holly": "Ornamental garden plant, known for its distinctive blue flowers",
+        "ruby-lipped cattleya": "Highly prized orchid species, often used in corsages",
+        "cape flower": "Ornamental garden plant, symbolizing resilience and endurance",
+        "great masterwort": "Medicinal plant used to treat various ailments",
+        "siam tulip": "Ornamental garden plant, symbolizing prosperity and abundance",
+        "lenten rose": "Ornamental garden plant, prized for its early blooming flowers",
+        "barbeton daisy": "Ornamental garden plant with colorful flowers, attracts pollinators",
+        "daffodil": "Symbolic flower of renewal and hope, often associated with spring",
+        "sword lily": "Ornamental garden plant with striking sword-shaped leaves",
+        "poinsettia": "Popular ornamental plant, often used as a decorative plant during the holidays",
+        "bolero deep blue": "Ornamental garden plant with deep blue flowers, symbolizing tranquility",
+        "wallflower": "Ornamental garden plant, known for its fragrant flowers",
+        "marigold": "Used in traditional medicine and culinary applications, often planted to repel pests",
+        "buttercup": "Ornamental garden plant with bright yellow flowers",
+        "oxeye daisy": "Ornamental garden plant with daisy-like flowers, symbolizing innocence",
+        "common dandelion": "Edible plant with various medicinal properties",
+        "petunia": "Popular garden plant with colorful flowers, symbolizing playfulness",
+        "wild pansy": "Medicinal plant used to treat respiratory ailments",
+        "primula": "Ornamental garden plant, known for its early spring blooms",
+        "sunflower": "Symbolic flower of happiness and vitality, cultivated for its edible seeds",
+        "pelargonium": "Ornamental garden plant, known for its fragrant leaves and flowers",
+        "bishop of llandaff": "Ornamental garden plant with deep red flowers",
+        "gaura": "Ornamental garden plant with delicate flowers, attracts pollinators",
+        "geranium": "Popular garden plant with colorful flowers and fragrant leaves",
+        "orange dahlia": "Ornamental garden plant with vibrant orange flowers",
+        "pink-yellow dahlia": "Ornamental garden plant with pink and yellow bicolor flowers",
+        "cautleya spicata": "Ornamental garden plant, known for its showy flowers",
+        "japanese anemone": "Ornamental garden plant with delicate flowers, symbolizing protection",
+        "black-eyed susan": "Ornamental garden plant with yellow flowers and dark centers",
+        "silverbush": "Ornamental garden plant with silvery foliage",
+        "californian poppy": "Ornamental garden plant with bright orange flowers",
+        "osteospermum": "Ornamental garden plant with colorful daisy-like flowers",
+        "spring crocus": "Ornamental garden plant with early spring blooms",
+        "bearded iris": "Ornamental garden plant with showy flowers, often used in landscaping",
+        "windflower": "Ornamental garden plant with delicate flowers, symbolizing anticipation",
+        "tree poppy": "Ornamental garden plant with bright yellow flowers",
+        "gazania": "Ornamental garden plant with colorful flowers, drought tolerant",
+        "azalea": "Ornamental garden plant with vibrant flowers, symbolizing passion",
+        "water lily": "Ornamental water plant, symbolizing purity and enlightenment",
+        "rose": "Symbolic flower of love and romance, cultivated for its beauty and fragrance",
+        "thorn apple": "Historically used in herbal medicine, highly toxic if ingested",
+        "morning glory": "Ornamental garden plant with colorful flowers, symbolizing affection",
+        "passion flower": "Symbolic flower of Christ's passion, often used in religious art",
+        "lotus": "Symbolic flower of purity and enlightenment in various cultures",
+        "toad lily": "Ornamental garden plant with unique spotted flowers",
+        "anthurium": "Ornamental plant with distinctive heart-shaped flowers, symbolizing hospitality and abundance",
+        "frangipani": "Ornamental garden plant with fragrant flowers, often used in tropical landscaping",
+        "clematis": "Ornamental garden plant with colorful flowers, symbolizing mental beauty",
+        "hibiscus": "Edible plant with medicinal properties, popular ornamental garden plant",
+        "columbine": "Ornamental garden plant with unique spurred flowers, symbolizing love and fidelity",
+        "desert-rose": "Ornamental garden plant with succulent foliage and colorful flowers",
+        "tree mallow": "Ornamental garden plant with large colorful flowers",
+        "magnolia": "Ornamental garden plant with large fragrant flowers, symbolizing nobility and perseverance",
+        "cyclamen": "Ornamental garden plant with unique twisted flowers, symbolizing resignation and farewell",
+        "watercress": "Edible aquatic plant, rich in vitamins and minerals",
+        "canna lily": "Ornamental garden plant with colorful flowers and edible rhizomes",
+        "hippeastrum": "Ornamental garden plant with large showy flowers, symbolizing pride and beauty",
+        "bee balm": "Medicinal plant with aromatic leaves and flowers, attracts pollinators",
+        "ball moss": "Epiphytic plant that grows on trees, contributes to ecosystem biodiversity",
+        "foxglove": "Medicinal plant used to treat heart conditions, highly toxic if ingested",
+        "bougainvillea": "Ornamental vine with vibrant flowers, drought tolerant",
+        "camellia": "Ornamental garden plant with evergreen leaves and showy flowers",
+        "mallow": "Edible and medicinal plant with soothing properties",
+        "mexican petunia": "Ornamental garden plant with colorful flowers, attracts butterflies",
+        "bromelia": "Ornamental plant with colorful foliage and unique inflorescence",
+        "blanket flower": "Ornamental garden plant with daisy-like flowers, drought tolerant",
+        "trumpet creeper": "Ornamental vine with trumpet-shaped flowers, attracts hummingbirds",
+        "blackberry lily": "Ornamental garden plant with iris-like flowers and blackberry-like fruits"
+        # Add the usefulness or importance for the rest of the flowers
+    }
+    
     img_array = tf.keras.preprocessing.image.img_to_array(img)
     img_array = tf.expand_dims(img_array, 0)  # Create a batch
 
@@ -281,13 +283,10 @@ def predict(model, labels, img):
     # Debug: Print the predicted flower name
     print(f"Predicted Flower: {flower}")
 
-    botanical_namea = botanical_names.get(flower)
-
     botanical_name = botanical_names.get(flower, "Unknown")
     flower_usefulness = usefulness.get(flower, "Unknown")
     
     # Debug: Print the botanical name and usefulness
-    print(f"bot name: {botanical_namea}")
     
     print(f"Botanical Name: {botanical_name}")
     print(f"Usefulness: {flower_usefulness}")