Abstract: This project presents a novel approach for accurately classifying medicinal plant species based on leaf characteristics, utilizing advanced artificial intelligence (AI) techniques. By integrating deep learning models and classic machine learning algorithms, the system offers precise estimations of medicinal plants from leaf images. Users can conveniently upload images through an intuitive web interface, enabling the system to predict the corresponding plant species promptly. The primary focus of this project is to streamline the process of identifying medicinal plants, addressing the challenges associated with manual classification methods. Traditional approaches often entail significant time and effort, leading to potential errors and inconsistencies in classification outcomes. In contrast, our system leverages the power of AI to automate and enhance the classification process, ensuring accurate and reliable results. The core component of the system is a deep learning model, utilized for feature extraction from medicinal plant leaf images. These extracted features serve as input to both a classic machine learning classifier and the deep learning model itself, facilitating robust classification of plant species based on their unique leaf characteristics. Upon image upload, the system swiftly processes the images, extracting relevant features and predicting the corresponding plant species. Additionally, users receive supplementary information about the predicted plant species, including medicinal properties, geographical distribution, and potential applications. By harnessing AI technologies, this project aims to democratize access to accurate medicinal plant classification, benefiting various stakeholders such as healthcare professionals, researchers, and individuals interested in herbal medicine. Moreover, the system empowers users with informed decision-making capabilities regarding the utilization of medicinal plants for various health conditions.
Keywords: Medicinal plants classification,Artificial intelligence,Deep learning,Herbal medicine ,Image-based analysis,Plant species identification,Machine learning,Healthcare applications.
Cite:
Sanjay S M, Praviksha, Sooraj S Bhat, Neha B S, Ms. Radha E G, "Harnessing AI For Precise Estimation of Medical Leaf Characteristics", IJARCCE International Journal of Advanced Research in Computer and Communication Engineering, vol. 13, no. 3, 2024, Crossref https://doi.org/10.17148/IJARCCE.2024.13329.
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DOI:
10.17148/IJARCCE.2024.13329
