Detection of Vitamin Deficiency in Human Body Parts using Real Time Images
Author(s):
Raghav Sharma, Dr. Sharavana K, Prakruthi R, Rachana Appannavar, Swapnil Mallick
Keywords:
Abstract
Vitamin deficiencies remain a global health concern, contributing to various adverse health outcomes. Early detection and intervention are crucial in mitigating the associated risks. This proposes a novel approach for detecting vitamin deficiencies leveraging real-time sample images and neural network techniques. The proposed system utilizes a dataset comprising images of individuals exhibiting symptoms associated with different vitamin deficiencies. These images, captured in real-time, are preprocessed to extract relevant features and fed into a convolutional neural network (CNN) for classification. The CNN is trained to recognize patterns indicative of specific deficiencies, enabling accurate diagnosis in real-time. The efficacy of the proposed method is evaluated through extensive experimentation, achieving promising results in terms of accuracy and efficiency. Furthermore, the system's potential for integration into existing healthcare frameworks is discussed, emphasizing its utility in facilitating early diagnosis and personalized interventions for individuals at risk of vitamin deficiencies. Overall, this presents a valuable contribution to the field of preventive healthcare, offering a technologically advanced solution for addressing the challenges associated with vitamin deficiency detection.
Article Details
Unique Paper ID: 163519

Publication Volume & Issue: Volume 10, Issue 11

Page(s): 2098 - 2101
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