Plant disease detection and classification techniques: a comparative study of the performances

WB Demilie - Journal of Big Data, 2024 - Springer
One of the essential components of human civilization is agriculture. It helps the economy in
addition to supplying food. Plant leaves or crops are vulnerable to different diseases during …

“Tomato-Village”: a dataset for end-to-end tomato disease detection in a real-world environment

M Gehlot, RK Saxena, GC Gandhi - Multimedia Systems, 2023 - Springer
Tomato is one of the most extensively grown vegetables in any country, and their diseases
can significantly affect yield and quality. Accurate and early detection of tomato diseases is …

Benchmarking of CNN models and mobilenet-BiLSTM approach to classification of tomato seed cultivars

K Sabanci - Sustainability, 2023 - mdpi.com
In the present study, a deep learning-based two-scenario method is proposed to distinguish
tomato seed cultivars. First, images of seeds of four different tomato cultivars (Sacher F1 …

“EffiNet-TS”: A deep interpretable architecture using EfficientNet for plant disease detection and visualization

M Gehlot, GC Gandhi - Journal of Plant Diseases and Protection, 2023 - Springer
Agriculture is crucial to the economy of any nation since it provides food and jobs for a
sizable percentage of the populace. However, plant diseases are one of the biggest …

A Hybrid Deep Learning Architecture for Apple Foliar Disease Detection

A Ait Nasser, MA Akhloufi - Computers, 2024 - mdpi.com
Incorrectly diagnosing plant diseases can lead to various undesirable outcomes. This
includes the potential for the misuse of unsuitable herbicides, resulting in harm to both …

Sensor based smart plant monitoring using IOT and deep learning: a systematic approach

S Kaur, K Joshi, MC Teja, A Singh… - … and Security (ICCCS …, 2022 - ieeexplore.ieee.org
As we can see, only a select few gadgets, such as PCs and smartphones, are internet-
connected in the modern world and since governments across the world instituted …

Optimising crop recommendations: A comparative analysis of machine learning models in Indian precision agriculture

GN Prabha, A Rajan, AB Nair, G Mullachery… - AIP Conference …, 2024 - pubs.aip.org
Agriculture is the backbone of global sustenance, but drastic climate changes have
rendered traditional agricultural practices unsustainable, which makes it important to …

Development of IoT-Based Monitoring & Notification System for Cold Stores for Major Seasonal Crops in Rural Areas

AP Nautiyal, K Joshi, VK Singh… - 2023 IEEE World …, 2023 - ieeexplore.ieee.org
Uttarakhand is the most popular state to produce the fruits and vegetables like Apple,
Tomato, Mango, Litchi, Guava, Apricot, Green peas, Cauliflower Capsicum, etc. in India …

Leaf Condition Analysis Using Convolutional Neural Network and Vision Transformer

WC Yong, KW Ng, SC Haw… - International Journal of …, 2024 - journals.uob.edu.bh
Plants play an essential role to human survival, from being the primary source of oxygen
emissions to being a vital supply of dietary ingredients. It keeps the ecosystem's general …

Advancing Optical Tomography Image Analysis: Exploring Convolutional Neural Network Model Variants for Retinal Damage Detection

S Sathyan, M Chanchal, S Raghul… - 2023 10th IEEE Uttar …, 2023 - ieeexplore.ieee.org
Retina is a vital component of the eye; it plays a crucial role in visual perception. Any
damage to the retina can lead to vision impairment and severe ocular diseases. Early …