An AI based approach for medicinal plant identification using deep CNN based on global average pooling

R Azadnia, MM Al-Amidi, H Mohammadi, MA Cifci… - Agronomy, 2022 - mdpi.com
Medicinal plants have always been studied and considered due to their high importance for
preserving human health. However, identifying medicinal plants is very time-consuming …

Identification of medicinal plants in ardabil using deep learning: identification of medicinal plants using deep learning

J Abdollahi - … computer conference, computer society of Iran …, 2022 - ieeexplore.ieee.org
Ardabil is well-known for offering the ideal environment for a good, cheap medicinal herb.
Various plant parts are used as essential components in producing natural medicines …

A study on medicinal plant leaf recognition using artificial intelligence

V Ayumi, E Ermatita, A Abdiansah… - 2021 International …, 2021 - ieeexplore.ieee.org
Medicinal plant recognition manually takes a lot of time and money. Moreover, to reduce
these resources, some researchers propose to implement artificial intelligence technology …

Compact convolutional transformer (CCT)-Based approach for whitefly attack detection in cotton crops

AI Jajja, A Abbas, HA Khattak, G Niedbała, A Khalid… - Agriculture, 2022 - mdpi.com
Cotton is one of the world's most economically significant agricultural products; however, it is
susceptible to numerous pest and virus attacks during the growing season. Pests (whitefly) …

Prediction of pest insect appearance using sensors and machine learning

D Marković, D Vujičić, S Tanasković, B Đorđević… - Sensors, 2021 - mdpi.com
The appearance of pest insects can lead to a loss in yield if farmers do not respond in a
timely manner to suppress their spread. Occurrences and numbers of insects can be …

Medicinal Plant Classification Using Particle Swarm Optimized Cascaded Network

MT Islam, W Rahman, MS Hossain, K Roksana… - IEEE …, 2024 - ieeexplore.ieee.org
Medicinal plants are essential to healthcare since ancient times and are integral to
developing drugs and other medical treatments. More than 25% of medicines in developed …

Ayur-PlantNet: An unbiased light weight deep convolutional neural network for Indian Ayurvedic plant species classification

BR Pushpa, NS Rani - Journal of Applied Research on Medicinal and …, 2023 - Elsevier
Plant species classification using photo-based computer vision is challenging due to some
crucial factors such as poor illumination, overlapping leaves, occlusions from cross-domain …

[PDF][PDF] Plant disease classification based on ConvLSTM U-net with fully connected convolutional layers

M Alharbi, SK Rajagopal, S Rajendran… - Traitement du …, 2023 - researchgate.net
Accepted: 10 February 2023 Plants are susceptible to a variety of illnesses throughout their
growth stages. One of the trickiest issues in agriculture is the early diagnosis of plant …

Deep neural network for multi‐class classification of medicinal plant leaves

V Tiwari, RC Joshi, MK Dutta - Expert Systems, 2022 - Wiley Online Library
Plant diseases are a critical issue in the farming industry, and early identification is essential
for plant monitoring. The leaves of plants represent the majority of disease symptoms …

Cascading feature filtering and boosting algorithm for plant type classification based on image features

A Bakhshipour - IEEE Access, 2021 - ieeexplore.ieee.org
Crop and weeds identification is of important steps towards the development of efficient
automotive weed control systems. The higher the accuracy of plant detection and …