Deep learning for medicinal plant species classification and recognition: a systematic review

AK Mulugeta, DP Sharma, AH Mesfin - Frontiers in Plant Science, 2024 - frontiersin.org
Knowledge of medicinal plant species is necessary to preserve medicinal plants and
safeguard biodiversity. The classification and identification of these plants by botanist …

AI-driven pheno-parenting: a deep learning based plant phenotyping trait analysis model on a novel soilless farming dataset

AJ Hati, RR Singh - IEEE Access, 2023 - ieeexplore.ieee.org
Agriculture 4.0 will be data-driven and utilise modern technology in order to monitor plant life
cycles and traits, resulting in better yield. Pheno-parenting, a new concept, derives certain …

Medicinal plant recognition from leaf images using deep learning

M Ariful Hassan, M Sydul Islam… - Computer Vision and …, 2022 - Springer
Recognition of medicinal plants is very important to enhance plant cultivation, boost
production in the medical industry as well as protect the plant species from extinction. The …

Comparative analysis of YOLO models for green coffee bean detection and defect classification

HL Gope, H Fukai, FM Ruhad, S Barman - Scientific Reports, 2024 - nature.com
The quality and uniformity of green coffee beans significantly influence the overall flavor and
value of the product. In the coffee industry, automated flaws and bean-type identification …

Multi-Attribute Deep CNN-Based Approach for Detecting Medicinal Plants and their Use for Skin Diseases

P Dalvi, DR Kalbande, SS Rathod… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Skin health is a critical concern for humans, especially in geographical areas where
environmental conditions and lifestyle factors adversely affect their condition, leading to a …

Adaptive snake optimization-enabled deep learning-based multi-classification using leaf images

V Singh, VD Kaushik - Signal, Image and Video Processing, 2024 - Springer
Plants role is crucial for the preservation of earth's environment and ecology by maintaining
healthy surroundings. Because of their proximity during the entire year, the leaves are …

Hybrid Deep Learning for Thai Cannabis Plant Classification: YOLO+ CNN Approach

NK Trivedi, H Maheshwari, RG Tiwari… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Cannabis is a plant species with various subspecies, and its classification is vital for both
medical and regulatory purposes. In the context of Thailand, where cannabis has significant …

A Review: Classification and Detection Of Plants Diseases Using Machine Learning And Soft Computing Techniques

A Sharma, A Kumar - 2022 4th International Conference on …, 2022 - ieeexplore.ieee.org
This work contains an overview of leaf diseases discovery with numerous image
dispensation techniques. Digital image handing out is a reckless, consistent and accurate …

IoT-based Crop Monitoring and Disease Detection

SN Mohtasim, JJ Khan, MM Islam… - … for Industry 5.0 (STI), 2023 - ieeexplore.ieee.org
This study investigates the revolutionary potential of IoT in agriculture for disease diagnosis
and crop monitoring, intending to meet the pressing requirements of food demand and …

The Rapid and Accurate Detection of Kidney Bean Seeds Based on a Compressed Yolov3 Model

Y Wang, H Bai, L Sun, Y Tang, Y Huo, R Min - Agriculture, 2022 - mdpi.com
Due to their rich nutritional value, kidney beans are considered one of the major products of
international agricultural trade. The conventional method used for the manual detection of …