Orchid Classifier

Description: This model is trained to classify images of orchids into 52 different species. The dataset used for training contains images of various orchid species.

Model Architecture: The classifier is built using TensorFlow and Keras. It consists of a convolutional neural network (CNN) with multiple convolutional and pooling layers followed by fully connected layers for classification.

Dataset: The model is trained on the Orchids 52 Dataset, which can be accessed here.

Dependencies:

TensorFlow
numpy

Classes:

anoectochilus burmanicus rolfe
bulbophyllum auricomum lindl
bulbophyllum dayanum rchb
bulbophyllum lasiochilum par. & rchb
bulbophyllum limbatum
bulbophyllum longissimum (ridl.) ridl
bulbophyllum medusae (lindl.) rchb
bulbophyllum patens king ex hk.f
bulbophyllum rufuslabram
bulbophyllum siamensis rchb
calenthe rubens
chiloschista parishii seidenf
chiloschista viridiflora seidenf
cymbidium aloifolium (l.) sw
dendrobium chrysotoxum lindl
dendrobium farmeri paxt
dendrobium fimbriatum hook
dendrobium lindleyi steud
dendrobium pulchellum roxb
dendrobium pulchellum
dendrobium secundum bl-lindl
dendrobium senile par. & rchb.f
dendrobium signatum rchb. f
dendrobium thyrsiflorum rchb. f
dendrobium tortile lindl
dendrobium tortile
hygrochillus parishii var. marrioftiana (rchb.f.)
paphiopedilum bellatulum
paphiopedilum callosum
paphiopedilum charlesworthii
paphiopedilum concolor
paphiopedilum exul
paphiopedilum godefroyae
paphiopedilum gratrixianum
paphiopedilum henryanum
paphiopedilum intanon-villosum
paphiopedilum niveum (rchb.f.) stein
paphiopedilum parishii
paphiopedilum spicerianum
paphiopedilum sukhakulii
pelatantheria bicuspidata (rolfe ex downie) tang & wang
pelatantheria insectiflora (rchb.f.) ridl
phaius tankervilleae (banks ex i' heritier) blume
phalaenopsis cornucervi (breda) bl. & rchb.f
rhynchostylis gigantea (lindl.) ridl
trichoglottis orchideae (koern) garay
bulbophyllum auratum Lindl
bulbophyllum morphologorum Krzl
dendrobium cumulatum Lindl
maxiralia tenui folia
paphiopedilum vejvarutianum O. Gruss & Roellke
oncidium goldiana

Usage


pred=OrchidPredictorTensorFlow("orchids2.h5")
print(pred.predict("T_Rhynchostylis-gigantea-Lindl-Ridl-ช้างกระ_79.JPEG"))