An Overview of Different Fruit Crop Models in the last 40 Years to Date with Their Main Uses

A Shukoor, S Jain, P Maurya… - … Journal of Plant & …, 2023 - eprint.subtopublish.com
Horticulture is a versatile field which encompasses a plethora of day to day strategic
decisions like varietal selection, optimisation of resources, understanding the mechanisms …

Novel artificial intelligence assisted Landsat-8 imagery analysis for mango orchard detection and area mapping

MU Tanveer, K Munir, A Raza, MS Almutairi - Plos one, 2024 - journals.plos.org
The mango fruit plays a crucial role in providing essential nutrients to the human body and
Pakistani mangoes are highly coveted worldwide. The escalating demand for agricultural …

[HTML][HTML] A novel deep CNN model with entropy coded sine cosine for corn disease classification

MM Malik, AM Fayyaz, M Yasmin, SJ Abdulkadir… - Journal of King Saud …, 2024 - Elsevier
Corn diseases significantly impact crop yields, posing a major challenge to agricultural
productivity. Early and accurate detection of these diseases is crucial for effective …

Mango leaf disease classification using hybrid Coyote-Grey Wolf optimization tuned neural network model

J Seetha, R Ramanathan, V Goyal… - Multimedia Tools and …, 2024 - Springer
The identification of diseases in plants contributes an important role in captivating disease
control methods for the improvement of quality and quantity of crop yield. Mango trees are …

DV-PSO-Net: A novel deep mutual learning model with Heuristic search using Particle Swarm optimization for Mango leaf disease detection

CP Vijay, K Pushpalatha - Journal of Integrated Science and …, 2024 - pubs.thesciencein.org
Efficient identification of diseases in mango leaves is crucial for maintaining the health and
productivity of mango crops. Existing approaches, relying on manual inspection or image …

S2AM: a sustainable smart agriculture model for crop protection based on deep learning

A Sharma, P Sharma - Journal of Plant Diseases and Protection, 2024 - Springer
Agriculture is the golden thread that fastens all the sustainable development goals globally.
However, the massive population explosion and ecosystem degradation have pressurized …

IncepV3Dense: Deep Ensemble based Average Learning Strategy for identification of Micro-nutrient deficiency in banana crop

M Sudhakar, RMS Priya - IEEE Access, 2024 - ieeexplore.ieee.org
The Nutrition of a crop is very essential for the health conditions during its growth stages and
yield. A plant development is dependent on various nutrients absorbed from the natural …

Towards Sustainable Mango Cultivation: Automated Severity Classification of Mango Rust Disease using CNN-SVM

A Kaur, V Kukreja, N Chandran, N Garg… - … on Advances in …, 2024 - ieeexplore.ieee.org
The fungal pathogen Puccinia psidii is responsible for the disease known as mango rust,
which poses a severe risk to mango farming all over the world. It is essential to efficient …

[PDF][PDF] Bayesian optimization with deep learning based pepper leaf disease detection for decision-making in the agricultural sector

AA Alhashmi, MA Alohali, NA Ijaz, AO Khadidos… - AIMS …, 2024 - aimspress.com
Bayesian optimization with deep learning based pepper leaf disease detection for decision-making
in the agricultural sector Page 1 AIMS Mathematics, 9(7): 16826–16847. DOI: 10.3934/math.2024816 …

Machine Learning for Gravitas-Based Disease Prediction: CNN vs. Random Forest

D Banerjee, V Kukreja, D Bordoloi… - … on Intelligent and …, 2024 - ieeexplore.ieee.org
The abstract highlights the main conclusions of the model's effectiveness for forecasting"
Gravitas ratings." With remarkable precision values, this model exhibits a high level of …