| # 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](https://figshare.com/articles/dataset/Orchids_52_Dataset/12896336/1). | |
| **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 | |
| ```python | |
| pred=OrchidPredictorTensorFlow("orchids2.h5") | |
| print(pred.predict("T_Rhynchostylis-gigantea-Lindl-Ridl-ช้างกระ_79.JPEG")) | |
| ``` | |