A Systematic Review of Medicinal Plant Identification Using Deep Learning

TP Tran, FU Din, L Brankovic, C Sanin… - Asian Conference on …, 2024 - Springer
Medicinal plants fulfil critical global health needs, but reliable identification poses barriers.
This systematic review analyses 30 studies on deep learning for automated medicinal plant …

IndoHerb: Indonesia medicinal plants recognition using transfer learning and deep learning

MSI Musyaffa, N Yudistira, MA Rahman, AH Basori… - Heliyon, 2024 - cell.com
The rich diversity of herbal plants in Indonesia holds immense potential as alternative
resources for traditional healing and ethnobotanical practices. However, the dwindling recog …

AI-Driven Pattern Recognition in Medicinal Plants: A Comprehensive Review and Comparative Analysis.

MA Hajam, T Arif, AMUD Khanday… - Computers …, 2024 - search.ebscohost.com
The pharmaceutical industry increasingly values medicinal plants due to their perceived
safety and cost-effectiveness compared to modern drugs. Throughout the extensive history …

Supporting Screening of New Plant Protection Products through a Multispectral Photogrammetric Approach Integrated with AI

S Bumbaca, E Borgogno-Mondino - Agronomy, 2024 - mdpi.com
This work was aimed at developing a prototype system based on multispectral digital
photogrammetry to support tests required by international regulations for new Plant …

[HTML][HTML] Deep learning for Ethiopian indigenous medicinal plant species identification and classification

MA Kiflie, DP Sharma, MA Haile - Journal of Ayurveda and Integrative …, 2024 - Elsevier
Background Medicinal plants are crucial for traditional healers in preparing remedies and
also hold significant importance for the modern pharmaceutical industry, facilitating drug …

EfficientNet Ensemble Learning: Identifying Ethiopian Medicinal Plant Species and Traditional Uses by Integrating Modern Technology with Ethnobotanical Wisdom

MA Kiflie, DP Sharma, MA Haile, R Srinivasagan - Computers, 2024 - mdpi.com
Ethiopia is renowned for its rich biodiversity, supporting a diverse variety of medicinal plants
with significant potential for therapeutic applications. In regions where modern healthcare …

Optimizing Species Recognition in Medicinal Plants: A Comprehensive Evaluation of Deep Learning Models

V Sharma, K Chaurasia… - 2024 14th International …, 2024 - ieeexplore.ieee.org
Medicinal plants have the potential to both significantly progress the pharmaceutical and
medical industries and shield people from fatal diseases like cancer and cardiovascular …

Enhancing Chili Plant Disease Detection: A Comprehensive Ensemble Approach Utilizing Pre-Trained Deep Learning Models

II Adnan, MZ Waughfa, T Ahmed - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Chili is one of the most prominent crops of Bangladesh. Chilis are great at boosting the
human immune system and contributing to overall good health. But every year, chili …

Deep HybridNet with hybrid optimization for enhanced medicinal plant identification and classification.

S Renukaradhya… - International Journal of …, 2024 - search.ebscohost.com
Herbal leaves, known for their efficacy in treating a range of infectious diseases including
cancer, asthma, and heart conditions, are still widely used by medical professionals …

Integration of Traditional Knowledge and Modern Science: A Holistic Approach to Identify Medicinal Leaves for Curing Diseases

S Deol, V Shukla, S Rastogi… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Medicinal plants are all around us but due to a lack of knowledge and awareness, we fail to
identify and utilize them for treatment of diseases and waste such valuable resources. In this …