JJEM: Special Edition 2 (December 2024)
JJEM: Special Edition 2 (December 2024)
2024-12-08
Real-Time Determination of Medicative Herbs.
Nandana U R, Arun Kumar K L
In India, from the earliest time, plants have been used as a source of medication. but in the current generation where everything is fast and the growth of technology taking root the knowledge and gratitude for remedial plants are slowly diminishing. many aren’t even aware of those plants that are native to their local environments and their medicinal value. differentiating between plants used in medicine is an extremely demanding procedure that needs time and knowledge. using machine learning and mainly image processing the image-based search engine presented in this paper identifies the plants based on the plant morphological characteristics such as shape color and texture these attributes are then applied to estimate the variety of medicinal plants and provide data relating to their cure rate with great reliability, the dataset that was employed in the present research has been taken from kaggle and this model is capable of estimating medicinal leaves with a precision level of up to 98%.
Machine learning, Morphological characters, Image Processing